From e4c5263da270fe55a5439c89732e60feb280ea00 Mon Sep 17 00:00:00 2001 From: Trexz14 <55001975+Trexz14@users.noreply.github.com> Date: Fri, 12 Jun 2026 12:00:25 +0200 Subject: [PATCH 1/6] on-device training pipeline (pricking vs movement) --- .gitignore | 4 + scripts/cap_pipeline/ondevice/README.md | 36 ++++ .../cap_pipeline/ondevice/build_dataset.py | 204 ++++++++++++++++++ scripts/cap_pipeline/ondevice/model.py | 76 +++++++ scripts/cap_pipeline/ondevice/showcase.py | 134 ++++++++++++ 5 files changed, 454 insertions(+) create mode 100644 scripts/cap_pipeline/ondevice/README.md create mode 100644 scripts/cap_pipeline/ondevice/build_dataset.py create mode 100644 scripts/cap_pipeline/ondevice/model.py create mode 100644 scripts/cap_pipeline/ondevice/showcase.py diff --git a/.gitignore b/.gitignore index 32b49c8..c773fda 100644 --- a/.gitignore +++ b/.gitignore @@ -84,3 +84,7 @@ __pycache__/ *.pyc figures/ .venv/ + +# Generated CAP-window caches & trained model weights (large, reproducible) +scripts/cap_pipeline/caches/ +*.pt diff --git a/scripts/cap_pipeline/ondevice/README.md b/scripts/cap_pipeline/ondevice/README.md new file mode 100644 index 0000000..a196a6f --- /dev/null +++ b/scripts/cap_pipeline/ondevice/README.md @@ -0,0 +1,36 @@ +# On-device part: pricking vs movement + +This is the on-device training part. We train a small model on the nerve-cuff +data and classify pricking vs movement (movement = dorsiflexion + plantarflexion). +It's written in plain numpy here so we can port it to Arduino C++ later. + +We use this task because dorsi vs plantar basically can't be told apart in this +data (~50%, see `docs/replication_investigation_2026-06.md`), but pricking vs +movement works ok — around 70% when we stay within one rat. + +## Files +- `build_dataset.py` — reads the raw `.rhd` files, detects CAPs, saves the windows +- `model.py` — the model: feature extraction, a running standardizer, logistic regression + SGD +- `showcase.py` — runs the demos (online learning + adaptation) + +## How to run +Build the window cache once (takes a couple of minutes): + + python build_dataset.py + +Then run the demos: + + python showcase.py + +The raw data goes in `/data` (use `data/download_dataset.py` to get it). + +## What the demos do +- **Online learning** — feed windows one at a time, accuracy goes up as it learns. +- **Cross-rat** — train on a few rats, accuracy drops on a new rat, then we keep + training on the new rat to see if it comes back up. +- **Channel dropout** — zero out some electrodes (like they broke), accuracy drops, + then the model adapts. + +## Next +Port `model.py` to Arduino C++ (features, standardizer, logistic regression + SGD) +and feed it the replay stream. diff --git a/scripts/cap_pipeline/ondevice/build_dataset.py b/scripts/cap_pipeline/ondevice/build_dataset.py new file mode 100644 index 0000000..db01f4e --- /dev/null +++ b/scripts/cap_pipeline/ondevice/build_dataset.py @@ -0,0 +1,204 @@ +""" +build_dataset.py + +Reads the raw .rhd recordings, detects CAPs and saves them as windows we can +train on. Run this once before showcase.py. + +Detection per file: tripolar reference -> notch (2kHz) + bandpass (1-3kHz) on the +ring averages -> delay-and-add -> threshold on that -> drop big artefacts (>15uV) +-> cut a 56x100 window around each detected CAP (49 before, peak, 50 after). + +Output: ../caches/cap_windows_rich.npz + X : (N, 56, 100) float32 windows in uV + y : (N,) 0=dorsi, 1=plantar, 2=pricking + rat : (N,) rat number + +Usage: + python build_dataset.py build if the cache isn't there + python build_dataset.py --force rebuild +""" +import argparse, pathlib, struct, time +import numpy as np +from scipy.signal import sosfilt, lfilter, lfilter_zi, butter, iirnotch, tf2sos + +HERE = pathlib.Path(__file__).resolve().parent +DATA_DIR = HERE.parents[2] / "data" # /data +CACHE = HERE.parent / "caches" / "cap_windows_rich.npz" + +# Each recording folder and its class label. (RAT7 uses a 64-ch cuff -> skipped.) +STREAM_FILES = [ + ("RAT3_PRICKING", 2), + ("RAT4_DORSIFLEXION", 0), ("RAT4_PLANTARFLEXION", 1), ("RAT4_PRICKING", 2), + ("RAT5_DORSIFLEXION", 0), ("RAT5_PLANTARFLEXION", 1), ("RAT5_PRICKING", 2), + ("RAT6_DORSIFLEXION", 0), ("RAT6_PLANTARFLEXION", 1), ("RAT6_PRICKING", 2), + ("RAT7_DORSIFLEXION", 0), ("RAT7_PLANTARFLEXION", 1), ("RAT7_PRICKING", 2), + ("RAT8_DORSIFLEXION", 0), ("RAT8_PLANTARFLEXION", 1), ("RAT8_PRICKING", 2), + ("RAT9_DORSIFLEXION", 0), ("RAT9_PLANTARFLEXION", 1), ("RAT9_PRICKING", 2), + ("RAT10_DORSIFLEXION", 0), ("RAT10_PLANTARFLEXION", 1), ("RAT10_PRICKING", 2), +] +CLASS_NAMES = ["Dorsiflexion", "Plantarflexion", "Pricking"] + +# Detection parameters +FS, N_CH, N_RINGS = 30_000.0, 56, 7 +EMA_ALPHA, EMA_INIT = 0.005, 5.0 +THRESHOLD, REFRACTORY = 5.01, 150 +WIN_SAMPS = 100 +WARMUP = int(0.5 * FS) +PEAK_UV = 15.0 # discard windows whose DAA peak exceeds this (artifact reject) + +b_n, a_n = iirnotch(2000.0, 30.0, fs=FS) +SOS_NOTCH = tf2sos(b_n, a_n) +SOS_BP = butter(6, [1000.0, 3000.0], btype="band", fs=FS, output="sos") + + +# ── Intan .rhd reader ──────────────────────────────────────────────────────── +def _rqs(f): + r = f.read(4) + if len(r) < 4: return "" + n = struct.unpack("= 1) or major > 1: n_temp = struct.unpack("= 3) or major > 1: f.read(2) + if major > 1: _rqs(f) + ng = struct.unpack(" 0 and en: + for _ in range(nch): + _rqs(f); _rqs(f) + _, _, st, ce, _, _ = struct.unpack(" 0 else 0) + + (spb * 2 if hdr["n_dig_out"] > 0 else 0)) + blocks = [] + while True: + if len(f.read(b_ts)) < b_ts: break + amp = f.read(b_amp) + if len(amp) < b_amp: break + blocks.append(np.frombuffer(amp, dtype=np.uint16).reshape(n_amp, spb, order="F")) + if b_skip and len(f.read(b_skip)) < b_skip: break + except Exception: + return None + if not blocks: + return None + raw = np.concatenate(blocks, axis=1) + return (0.195 * (raw.astype(np.float32) - 32768.0)).T # (N_samples, N_CH) + + +# ── Vectorized CAP detection ───────────────────────────────────────────────── +def collect_windows(rhd_paths): + """Detect CAPs and return a list of (56, 100) float32 windows.""" + windows = [] + for path in rhd_paths: + uv = _read_rhd(path) + if uv is None: + continue + N = len(uv) + ref = (uv[:, :8].mean(axis=1) + uv[:, 48:].mean(axis=1)) / 2.0 + uv -= ref[:, None] + rings = uv[:, :N_RINGS * 8].reshape(N, N_RINGS, 8).mean(axis=2).astype(np.float64) + for r in range(N_RINGS): + rings[:, r] = sosfilt(SOS_NOTCH, rings[:, r]) + rings[:, r] = sosfilt(SOS_BP, rings[:, r]) + daa = np.zeros(N, dtype=np.float64) + for r in range(N_RINGS): + if r == 0: daa += rings[:, r] + else: daa[r:] += rings[:-r, r] + b_ema = np.array([EMA_ALPHA]); a_ema = np.array([1.0, -(1.0 - EMA_ALPHA)]) + zi = lfilter_zi(b_ema, a_ema) * EMA_INIT + ema_arr, _ = lfilter(b_ema, a_ema, np.abs(daa), zi=zi) + abs_daa = np.abs(daa) + candidates = np.where(abs_daa[WARMUP:] > THRESHOLD * ema_arr[WARMUP:])[0] + WARMUP + next_ok = WARMUP + for trig in candidates: + if trig < next_ok: + continue + next_ok = trig + REFRACTORY + if float(abs_daa[trig]) > PEAK_UV: + continue + start, end = trig - 49, trig + 51 + if start < WARMUP or end > N: + continue + windows.append(uv[start:end, :].T.astype(np.float32).copy()) + return windows + + +def build(): + Xs, ys, rats = [], [], [] + for subdir, label in STREAM_FILES: + d = DATA_DIR / subdir + if not d.exists(): + print(f" skip {subdir} (folder missing)", flush=True); continue + paths = sorted(d.glob("*.rhd")) + if not paths: + print(f" skip {subdir} (no .rhd)", flush=True); continue + rat = int(subdir.split("_")[0].replace("RAT", "")) + wins = collect_windows(paths) + print(f" RAT{rat:<2d} {CLASS_NAMES[label]:14s}: {len(wins)} windows", flush=True) + if wins: + Xs.append(np.stack(wins)) + ys.append(np.full(len(wins), label, dtype=np.int64)) + rats.append(np.full(len(wins), rat, dtype=np.int64)) + if not Xs: + raise SystemExit(f"No windows detected. Is the dataset under {DATA_DIR}? " + f"(see data/download_dataset.py)") + return np.concatenate(Xs), np.concatenate(ys), np.concatenate(rats) + + +def main(): + ap = argparse.ArgumentParser(description=__doc__) + ap.add_argument("--force", action="store_true", help="rebuild even if cache exists") + args = ap.parse_args() + + if CACHE.exists() and not args.force: + d = np.load(CACHE) + print(f"Cache already exists: {CACHE} ({len(d['X'])} windows). Use --force to rebuild.") + return + + t0 = time.time() + print(f"Detecting CAP windows from {DATA_DIR} ...", flush=True) + X, y, rat = build() + CACHE.parent.mkdir(parents=True, exist_ok=True) + np.savez(CACHE, X=X, y=y, rat=rat) + print(f"\nSaved {len(X)} windows -> {CACHE}") + for c, name in enumerate(CLASS_NAMES): + print(f" {name:14s}: {(y == c).sum()}") + print(f"Done in {time.time() - t0:.0f}s") + + +if __name__ == "__main__": + main() diff --git a/scripts/cap_pipeline/ondevice/model.py b/scripts/cap_pipeline/ondevice/model.py new file mode 100644 index 0000000..a495f0f --- /dev/null +++ b/scripts/cap_pipeline/ondevice/model.py @@ -0,0 +1,76 @@ +""" +model.py + +The model we want to run on the Arduino, kept in plain numpy so it's easy to +rewrite in C++ later. + +- extract_features: turn a 56x100 window into 113 features +- RunningStandardizer: running mean/std so we can scale features while streaming +- LogRegSGD: logistic regression, trained one sample at a time + +Task is pricking vs movement. We don't normalise each window on purpose - for +pricking the amplitude is the main thing that separates the classes. +""" +import numpy as np + +N_CH = 56 +WIN = 100 +N_FEAT = N_CH * 2 + 2 # per-channel energy + per-channel p2p + 2 globals = 113 + + +# ── Feature extraction ────────────────────────────────────────────────────── +def extract_features(window): + """(56, 100) window -> 113 features.""" + energy = np.sqrt((window ** 2).mean(axis=1)) # 56 per-channel RMS energy + p2p = window.max(axis=1) - window.min(axis=1) # 56 per-channel peak-to-peak + g_energy = np.sqrt((window ** 2).mean()) # 1 global RMS energy + g_p2p = window.max() - window.min() # 1 global peak-to-peak + return np.concatenate([energy, p2p, [g_energy, g_p2p]]).astype(np.float32) + + +# ── Online feature standardizer (Welford running mean/variance) ───────────── +class RunningStandardizer: + """Running z-score, updated as samples come in.""" + def __init__(self, n): + self.n = 0 + self.mean = np.zeros(n, np.float64) + self.M2 = np.ones(n, np.float64) # start at 1 -> unit variance before data + + def update(self, x): + self.n += 1 + d = x - self.mean + self.mean += d / self.n + self.M2 += d * (x - self.mean) + + def transform(self, x): + std = np.sqrt(self.M2 / max(1, self.n)) + 1e-6 + return (x - self.mean) / std + + +# ── Binary logistic regression trained with one-sample SGD ────────────────── +class LogRegSGD: + """Logistic regression (weights + bias), trained one sample at a time.""" + def __init__(self, n_feat, lr=0.05, l2=1e-4): + self.w = np.zeros(n_feat, np.float64) + self.b = 0.0 + self.lr = lr + self.l2 = l2 + + @staticmethod + def _sigmoid(z): + return 1.0 / (1.0 + np.exp(-np.clip(z, -30, 30))) + + def predict_proba(self, x): + return self._sigmoid(self.w @ x + self.b) + + def predict(self, x): + return int(self.predict_proba(x) >= 0.5) + + def update(self, x, y): + """One SGD step on a single (x, y). Returns the per-sample BCE loss.""" + p = self.predict_proba(x) + g = p - y # dL/dz for sigmoid + BCE + self.w -= self.lr * (g * x + self.l2 * self.w) + self.b -= self.lr * g + eps = 1e-9 + return -(y * np.log(p + eps) + (1 - y) * np.log(1 - p + eps)) diff --git a/scripts/cap_pipeline/ondevice/showcase.py b/scripts/cap_pipeline/ondevice/showcase.py new file mode 100644 index 0000000..f40ce38 --- /dev/null +++ b/scripts/cap_pipeline/ondevice/showcase.py @@ -0,0 +1,134 @@ +""" +showcase.py + +Runs the model from model.py on the data to show the on-device learning idea. +Three demos: + + 1. online learning: train one sample at a time on one rat, watch accuracy climb + 2. cross-rat adaptation: train on some rats, test on a new one, then keep + training on the new rat and see if it recovers + 3. channel dropout: zero some electrodes, then let the model adapt + +Task: pricking vs movement. Needs the cache from build_dataset.py. + +Usage: + python showcase.py +""" +import sys, pathlib, time +import numpy as np + +HERE = pathlib.Path(__file__).resolve().parent +sys.path.insert(0, str(HERE)) +from model import extract_features, RunningStandardizer, LogRegSGD, N_CH, N_FEAT + +CACHE = HERE.parent / "caches" / "cap_windows_rich.npz" + + +# ── Data helpers ───────────────────────────────────────────────────────────── +def load_task(): + if not CACHE.exists(): + raise SystemExit(f"Missing {CACHE}. Build it first: python build_dataset.py") + d = np.load(CACHE) + X, y3, rat = d["X"], d["y"], d["rat"] + y = (y3 == 2).astype(np.int64) # 1 = pricking, 0 = movement + return X, y, rat + +def balanced(idx, y, rng): + i0, i1 = idx[y[idx] == 0], idx[y[idx] == 1] + n = min(len(i0), len(i1)) + return rng.permutation(np.concatenate([rng.choice(i0, n, False), rng.choice(i1, n, False)])) + +def stream_train(model, std, X, idx, y, feat=extract_features, update_std=True): + """Stream one sample at a time; prequential (test-then-train) accuracy curve.""" + correct, curve = 0, [] + for i, j in enumerate(idx, 1): + f = feat(X[j]) + if update_std: + std.update(f) + fz = std.transform(f) + correct += (model.predict(fz) == y[j]) # test first + model.update(fz, y[j]) # then train + if i % 50 == 0: + curve.append((i, correct / i)) + return curve + +def eval_acc(model, std, X, idx, y, feat=extract_features): + c = sum(model.predict(std.transform(feat(X[j]))) == y[j] for j in idx) + return c / len(idx) + + +# ── Demos ──────────────────────────────────────────────────────────────────── +def demo_online(X, y, rat, rng): + print("=" * 60) + print("DEMO 1 - online learning on RAT4") + print("=" * 60, flush=True) + idx = balanced(np.where(rat == 4)[0], y, rng) + cut = int(len(idx) * 0.7); tr, te = idx[:cut], idx[cut:] + model, std = LogRegSGD(N_FEAT), RunningStandardizer(N_FEAT) + curve = stream_train(model, std, X, tr, y) + for n, acc in curve[::max(1, len(curve) // 8)]: + print(f" after {n:>4} streamed samples: prequential acc = {acc:.1%}", flush=True) + print(f" final held-out test acc = {eval_acc(model, std, X, te, y):.1%}", flush=True) + +def demo_cross_rat(X, y, rat, rng): + print("\n" + "=" * 60) + print("DEMO 2 - cross-rat: train on RAT4/5/8/10, then adapt to RAT9") + print("=" * 60, flush=True) + src = balanced(np.where(np.isin(rat, [4, 5, 8, 10]))[0], y, rng) + model, std = LogRegSGD(N_FEAT), RunningStandardizer(N_FEAT) + stream_train(model, std, X, src, y) + tgt = balanced(np.where(rat == 9)[0], y, rng) + adapt, test = tgt[:len(tgt) // 2], tgt[len(tgt) // 2:] + print(f" before adapting, acc on RAT9 = {eval_acc(model, std, X, test, y):.1%}", flush=True) + model.lr = 0.02 + buf = [] + for blk in range(0, len(adapt), 100): + for j in adapt[blk:blk + 100]: + buf.append(j); model.update(std.transform(extract_features(X[j])), y[j]) + for _ in range(3): # small replay buffer + for j in rng.permutation(buf): + model.update(std.transform(extract_features(X[j])), y[j]) + print(f" after {len(buf):>4} RAT9 samples: acc = {eval_acc(model, std, X, test, y):.1%}", flush=True) + +def demo_channel_dropout(X, y, rat, rng): + print("\n" + "=" * 60) + print("DEMO 3 - channel dropout on RAT4") + print("=" * 60, flush=True) + idx = balanced(np.where(rat == 4)[0], y, rng) + cut = int(len(idx) * 0.6); tr, te = idx[:cut], idx[cut:] + model, std = LogRegSGD(N_FEAT), RunningStandardizer(N_FEAT) + stream_train(model, std, X, tr, y) + print(f" healthy electrode, RAT4 test acc = {eval_acc(model, std, X, te, y):.1%}", flush=True) + + dead = np.random.default_rng(7).choice(N_CH, int(0.4 * N_CH), False) + def feat_dropout(win): + w = win.copy(); w[dead] = 0.0 + return extract_features(w) + print(f" after {len(dead)} channels drop, test acc = " + f"{eval_acc(model, std, X, te, y, feat=feat_dropout):.1%}", flush=True) + print(" online recovery on dropped-channel stream (lr=0.02 + replay buffer):", flush=True) + model.lr = 0.02 + buf = [] + for blk in range(0, len(tr), 100): + for j in tr[blk:blk + 100]: + buf.append(j); model.update(std.transform(feat_dropout(X[j])), y[j]) + for _ in range(3): + for j in rng.permutation(buf): + model.update(std.transform(feat_dropout(X[j])), y[j]) + print(f" after {len(buf):>4} samples: acc = " + f"{eval_acc(model, std, X, te, y, feat=feat_dropout):.1%}", flush=True) + + +def main(): + t0 = time.time() + X, y, rat = load_task() + rng = np.random.default_rng(0) + demo_online(X, y, rat, rng) + demo_cross_rat(X, y, rat, rng) + demo_channel_dropout(X, y, rat, rng) + print(f"\nModel: {N_FEAT} weights + 1 bias = {N_FEAT + 1} parameters") + print(f"Time: {time.time() - t0:.0f}s", flush=True) + + +if __name__ == "__main__": + main() From c2eab8166b7a1e281d2b5ba16f50b02676298c35 Mon Sep 17 00:00:00 2001 From: Trexz14 <55001975+Trexz14@users.noreply.github.com> Date: Sun, 14 Jun 2026 17:23:13 +0200 Subject: [PATCH 2/6] add on-device training sketch + host test trains a logistic regression on the arduino (pricking vs movement). host test checks the c++ matches the python reference. --- .../ArduinoOnDeviceTrain.ino | 262 ++++++++++++++++++ .../Arduino/ArduinoOnDeviceTrain/README.md | 34 +++ .../ArduinoOnDeviceTrain/ondevice_model.cpp | 82 ++++++ .../ArduinoOnDeviceTrain/ondevice_model.h | 43 +++ scripts/Arduino/ondevice_train/.gitignore | 4 + scripts/Arduino/ondevice_train/README.md | 16 ++ scripts/Arduino/ondevice_train/make_parity.py | 78 ++++++ scripts/Arduino/ondevice_train/test_host.cpp | 108 ++++++++ 8 files changed, 627 insertions(+) create mode 100644 scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino create mode 100644 scripts/Arduino/ArduinoOnDeviceTrain/README.md create mode 100644 scripts/Arduino/ArduinoOnDeviceTrain/ondevice_model.cpp create mode 100644 scripts/Arduino/ArduinoOnDeviceTrain/ondevice_model.h create mode 100644 scripts/Arduino/ondevice_train/.gitignore create mode 100644 scripts/Arduino/ondevice_train/README.md create mode 100644 scripts/Arduino/ondevice_train/make_parity.py create mode 100644 scripts/Arduino/ondevice_train/test_host.cpp diff --git a/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino b/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino new file mode 100644 index 0000000..a8f1645 --- /dev/null +++ b/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino @@ -0,0 +1,262 @@ +/* + ArduinoOnDeviceTrain.ino + + Same live CAP detection as ArduinoCapDetect.ino, but instead of running a + frozen CNN it TRAINS a small model on-device. Task: pricking vs movement + (movement = dorsiflexion + plantarflexion). + + For each detected CAP we extract 113 features, standardise them with running + stats, predict, and then do one SGD step using the label that came with the + stream. So the model learns while the data streams in. + + Stream protocol (same as stream_raw.py, 119 bytes): + [0xAA][0xBB] sync + [label] 1 byte: 0=dorsi 1=plantar 2=pricking 255=unknown + [ts] 4 bytes uint32 LE + [ch0..ch55] 56 x uint16 LE raw Intan ADC (uV = 0.195*(raw-32768)) + + Per CAP it prints: + CAP ts=N pred=P label=Y p=PROB acc=ACC + pred/label: 1=pricking 0=movement (label=-1 if unknown) + acc: running accuracy over labelled CAPs so far + + LED: cyan idle, yellow armed, magenta computing, blue=pricking, green=movement. +*/ +#include +#include +#include +#include +#include "ondevice_model.h" + +// ── LED ────────────────────────────────────────────────────────────────────── +#define PHASE_IDLE 0 // cyan +#define PHASE_ARMED 1 // yellow +#define PHASE_COMPUTE 2 // magenta +#define PHASE_MOVEMENT 3 // green +#define PHASE_PRICKING 4 // blue + +static uint32_t result_hold_until = 0; + +static void set_led(int phase) { + bool r = false, g = false, b = false; + switch (phase) { + case PHASE_IDLE: g = true; b = true; break; // cyan + case PHASE_ARMED: r = true; g = true; break; // yellow + case PHASE_COMPUTE: r = true; b = true; break; // magenta + case PHASE_MOVEMENT: g = true; break; // green + case PHASE_PRICKING: b = true; break; // blue + } + digitalWrite(LEDR, r ? LOW : HIGH); + digitalWrite(LEDG, g ? LOW : HIGH); + digitalWrite(LEDB, b ? LOW : HIGH); +} + +// ── Signal processing (same pipeline as ArduinoCapDetect) ──────────────────── +#define N_CH 56 +#define N_RINGS 7 +#define CIRC_SIZE 150 // >= 100 + +// 2 kHz notch, Q=30, fs=30 kHz: [b0,b1,b2,a1,a2] +static const float NOTCH[5] = { + 0.9930669720f, -1.8144236429f, 0.9930669720f, + -1.8144236429f, 0.9861339440f +}; +// 1-3 kHz bandpass, 6th-order Butterworth, fs=30 kHz (6 SOS sections) +static const float BP[6][5] = { + { 0.0000407482f, 0.0000814964f, 0.0000407482f, -1.4614934920f, 0.6136710879f }, + { 1.0000000000f, 2.0000000000f, 1.0000000000f, -1.4091053901f, 0.6623962038f }, + { 1.0000000000f, 2.0000000000f, 1.0000000000f, -1.6315199139f, 0.7102771058f }, + { 1.0000000000f, -2.0000000000f, 1.0000000000f, -1.7840692078f, 0.8352552241f }, + { 1.0000000000f, -2.0000000000f, 1.0000000000f, -1.5099810120f, 0.8562240048f }, + { 1.0000000000f, -2.0000000000f, 1.0000000000f, -1.9018207709f, 0.9454426128f }, +}; + +static float circ_buf[N_CH][CIRC_SIZE]; +static int circ_write = 0; +static float notch_s[N_RINGS][2]; +static float bp_s[N_RINGS][6][2]; +static float daa_hist[8][N_RINGS]; +static int daa_write = 0; +static float ema_abs = 5.0f; +#define EMA_ALPHA 0.005f +static int refractory = 0; +static int countdown = -1; +static uint32_t peak_ts = 0; +static uint8_t peak_label = 255; + +// ── Model + running stats ──────────────────────────────────────────────────── +static RunningStandardizer od_std; +static LogRegSGD od_model; +static float od_window[OD_N_CH * OD_WIN]; // 56*100, static (22 KB) +static long seen = 0; // labelled CAPs +static long correct = 0; + +static inline float biquad(float x, const float* c, float* s) { + float w = x - c[3]*s[0] - c[4]*s[1]; + float y = c[0]*w + c[1]*s[0] + c[2]*s[1]; + s[1] = s[0]; + s[0] = w; + return y; +} + +static void classify_cap(uint32_t ts, uint8_t label); + +static void process_sample(const uint16_t* raw, uint32_t ts, uint8_t label) { + // 1. ADC -> uV + float uv[N_CH]; + for (int c = 0; c < N_CH; c++) uv[c] = 0.195f * ((float)raw[c] - 32768.f); + + // 2. Tripolar reference (mean of outer rings 0 and 6) + float ref = 0.f; + for (int c = 0; c < 8; c++) ref += uv[c]; + for (int c = 48; c < 56; c++) ref += uv[c]; + ref /= 16.f; + for (int c = 0; c < N_CH; c++) uv[c] -= ref; + + // 3. Circular buffer of referenced signal (for window extraction) + for (int c = 0; c < N_CH; c++) circ_buf[c][circ_write] = uv[c]; + circ_write = (circ_write + 1) % CIRC_SIZE; + + // 4. Ring averages + float ring_avg[N_RINGS]; + for (int r = 0; r < N_RINGS; r++) { + float s = 0.f; + for (int c = 0; c < 8; c++) s += uv[r*8 + c]; + ring_avg[r] = s * 0.125f; + } + + // 5. Causal notch + bandpass on each ring average + float filt[N_RINGS]; + for (int r = 0; r < N_RINGS; r++) { + float x = biquad(ring_avg[r], NOTCH, notch_s[r]); + for (int s = 0; s < 6; s++) x = biquad(x, BP[s], bp_s[r][s]); + filt[r] = x; + } + + // 6. Delay-and-add + for (int r = 0; r < N_RINGS; r++) daa_hist[daa_write][r] = filt[r]; + float daa = 0.f; + for (int r = 0; r < N_RINGS; r++) { + int hidx = (daa_write - r + 8) % 8; + daa += daa_hist[hidx][r]; + } + daa_write = (daa_write + 1) % 8; + + // 7. EMA noise floor -> adaptive threshold (~4 sigma) + float abs_daa = fabsf(daa); + ema_abs = (1.f - EMA_ALPHA) * ema_abs + EMA_ALPHA * abs_daa; + float threshold = 5.01f * ema_abs; + + // 8. Refractory + if (refractory > 0) refractory--; + + // 9. Threshold crossing -> arm + if (countdown < 0 && refractory == 0 && abs_daa > threshold) { + countdown = 50; + peak_ts = ts; + peak_label = label; + refractory = 150; + set_led(PHASE_ARMED); + } + + // 10. Countdown -> extract window and train/predict + if (countdown > 0) { + countdown--; + } else if (countdown == 0) { + countdown = -1; + classify_cap(peak_ts, peak_label); + } + + // 11. Back to idle when the result colour expires + if (countdown < 0 && (uint32_t)millis() >= result_hold_until) set_led(PHASE_IDLE); +} + +static void classify_cap(uint32_t ts, uint8_t label) { + set_led(PHASE_COMPUTE); + + // Build the 56x100 window (row-major c*WIN+t, t=0 oldest .. 99 newest) + for (int t = 0; t < OD_WIN; t++) { + int pos = (circ_write - OD_WIN + t + 2 * CIRC_SIZE) % CIRC_SIZE; + for (int c = 0; c < N_CH; c++) od_window[c * OD_WIN + t] = circ_buf[c][pos]; + } + + // Features -> standardise -> predict + float feat[OD_N_FEAT]; + double z[OD_N_FEAT]; + od_extract_features(od_window, feat); + od_std.update(feat); + od_std.transform(feat, z); + double p = od_model.predict_proba(z); + int pred = (p >= 0.5) ? 1 : 0; + + // Label: pricking(2)=1, dorsi/plantar(0,1)=0, unknown(255)=-1 + int y = (label == 255) ? -1 : (label == 2 ? 1 : 0); + + // Train (only if we have a label) and track running accuracy + if (y >= 0) { + seen++; + if (pred == y) correct++; + od_model.update(z, y); + } + + set_led(pred == 1 ? PHASE_PRICKING : PHASE_MOVEMENT); + result_hold_until = (uint32_t)millis() + 300; + + Serial.print("CAP ts="); Serial.print(ts); + Serial.print(" pred="); Serial.print(pred); + Serial.print(" label="); Serial.print(y); + Serial.print(" p="); Serial.print(p, 3); + Serial.print(" acc="); Serial.println(seen ? (double)correct / (double)seen : 0.0, 3); + Serial.flush(); +} + +// ── Serial protocol (same as stream_raw.py) ────────────────────────────────── +#define BAUD 115200 +#define PAYLOAD 117 // label(1) + ts(4) + 56*uint16(112) + +static uint8_t pkt_buf[PAYLOAD]; +static int pkt_pos = 0; +static int pkt_state = 0; // 0=wait 0xAA 1=wait 0xBB 2=payload + +void setup() { + pinMode(LEDR, OUTPUT); + pinMode(LEDG, OUTPUT); + pinMode(LEDB, OUTPUT); + set_led(PHASE_IDLE); + + Serial.begin(BAUD); + while (!Serial) {} + + memset(circ_buf, 0, sizeof(circ_buf)); + memset(notch_s, 0, sizeof(notch_s)); + memset(bp_s, 0, sizeof(bp_s)); + memset(daa_hist, 0, sizeof(daa_hist)); + + od_std.init(); + od_model.init(); // lr=0.05, l2=1e-4 + + Serial.println("ArduinoOnDeviceTrain ready."); +} + +void loop() { + while (Serial.available()) { + uint8_t b = (uint8_t)Serial.read(); + if (pkt_state == 0) { + if (b == 0xAA) pkt_state = 1; + } else if (pkt_state == 1) { + if (b == 0xBB) { pkt_state = 2; pkt_pos = 0; } + else if (b == 0xAA) pkt_state = 1; + else pkt_state = 0; + } else { + pkt_buf[pkt_pos++] = b; + if (pkt_pos == PAYLOAD) { + uint8_t label = pkt_buf[0]; + uint32_t ts; memcpy(&ts, pkt_buf + 1, 4); + uint16_t raw[N_CH]; memcpy(raw, pkt_buf + 5, N_CH * 2); + process_sample(raw, ts, label); + pkt_state = 0; + pkt_pos = 0; + } + } + } +} diff --git a/scripts/Arduino/ArduinoOnDeviceTrain/README.md b/scripts/Arduino/ArduinoOnDeviceTrain/README.md new file mode 100644 index 0000000..daeb1d7 --- /dev/null +++ b/scripts/Arduino/ArduinoOnDeviceTrain/README.md @@ -0,0 +1,34 @@ +# ArduinoOnDeviceTrain + +Detects CAPs live from the streamed nerve data and **trains** a small model on +the board (pricking vs movement). Same detection front-end as `ArduinoCapDetect`, +but instead of a frozen CNN it runs our model and does one SGD step per detected +CAP using the label that comes with the stream. + +## Files +- `ArduinoOnDeviceTrain.ino` — the sketch (detection + on-device training) +- `ondevice_model.h` / `ondevice_model.cpp` — the model (features, standardizer, + logistic regression + SGD). Same code the host test in `../ondevice_train/` checks. + +## Run it +1. Open the sketch in the Arduino IDE and upload to the Nano 33 BLE Sense. +2. Stream the data to it from the laptop: + ``` + python scripts/cap_pipeline/stream_raw.py + ``` +3. Watch the serial monitor. Per detected CAP it prints: + ``` + CAP ts=.. pred=.. label=.. p=.. acc=.. + ``` + `pred`/`label`: 1=pricking, 0=movement. `acc` is the running accuracy, which + should climb as it learns. + +LED: cyan = idle, yellow = CAP detected, magenta = computing, blue = pricking, +green = movement. + +## Notes +- Stream slower than real time if the board can't keep up (30 kHz x 56 ch is a lot + over serial) — it's a replay, so the rate doesn't have to be realtime. +- `stream_raw.py` currently streams RAT4 only and parses the old `class=` reply + line; for the cross-rat adaptation demo it needs a few tweaks (more rats, parse + `pred=`). That's the next step. diff --git a/scripts/Arduino/ArduinoOnDeviceTrain/ondevice_model.cpp b/scripts/Arduino/ArduinoOnDeviceTrain/ondevice_model.cpp new file mode 100644 index 0000000..b463ca1 --- /dev/null +++ b/scripts/Arduino/ArduinoOnDeviceTrain/ondevice_model.cpp @@ -0,0 +1,82 @@ +/* + ondevice_model.cpp -- see ondevice_model.h +*/ +#include "ondevice_model.h" +#include + +void od_extract_features(const float* window, float* out) { + float g_sum2 = 0.0f; + float g_min = window[0]; + float g_max = window[0]; + for (int c = 0; c < OD_N_CH; c++) { + const float* row = window + c * OD_WIN; + float sum2 = 0.0f, mn = row[0], mx = row[0]; + for (int t = 0; t < OD_WIN; t++) { + float v = row[t]; + sum2 += v * v; + if (v < mn) mn = v; + if (v > mx) mx = v; + g_sum2 += v * v; + if (v < g_min) g_min = v; + if (v > g_max) g_max = v; + } + out[c] = sqrtf(sum2 / OD_WIN); // per-channel RMS energy + out[OD_N_CH + c] = mx - mn; // per-channel peak-to-peak + } + out[2 * OD_N_CH] = sqrtf(g_sum2 / (OD_N_CH * OD_WIN)); // global energy + out[2 * OD_N_CH + 1] = g_max - g_min; // global p2p +} + +// ── RunningStandardizer (Welford) ─────────────────────────────────────────── +void RunningStandardizer::init() { + n = 0; + for (int i = 0; i < OD_N_FEAT; i++) { mean[i] = 0.0; M2[i] = 1.0; } +} + +void RunningStandardizer::update(const float* x) { + n++; + for (int i = 0; i < OD_N_FEAT; i++) { + double d = (double)x[i] - mean[i]; + mean[i] += d / (double)n; + M2[i] += d * ((double)x[i] - mean[i]); + } +} + +void RunningStandardizer::transform(const float* x, double* out) { + long denom = (n < 1) ? 1 : n; + for (int i = 0; i < OD_N_FEAT; i++) { + double sd = sqrt(M2[i] / (double)denom) + 1e-6; + out[i] = ((double)x[i] - mean[i]) / sd; + } +} + +// ── LogRegSGD ─────────────────────────────────────────────────────────────── +void LogRegSGD::init(double lr_, double l2_) { + for (int i = 0; i < OD_N_FEAT; i++) w[i] = 0.0; + b = 0.0; lr = lr_; l2 = l2_; +} + +static inline double od_sigmoid(double z) { + if (z > 30.0) z = 30.0; + if (z < -30.0) z = -30.0; + return 1.0 / (1.0 + exp(-z)); +} + +double LogRegSGD::predict_proba(const double* x) const { + double z = b; + for (int i = 0; i < OD_N_FEAT; i++) z += w[i] * x[i]; + return od_sigmoid(z); +} + +int LogRegSGD::predict(const double* x) const { + return predict_proba(x) >= 0.5 ? 1 : 0; +} + +double LogRegSGD::update(const double* x, int y) { + double p = predict_proba(x); + double g = p - (double)y; + for (int i = 0; i < OD_N_FEAT; i++) w[i] -= lr * (g * x[i] + l2 * w[i]); + b -= lr * g; + const double eps = 1e-9; + return -((double)y * log(p + eps) + (1.0 - (double)y) * log(1.0 - p + eps)); +} diff --git a/scripts/Arduino/ArduinoOnDeviceTrain/ondevice_model.h b/scripts/Arduino/ArduinoOnDeviceTrain/ondevice_model.h new file mode 100644 index 0000000..155e2db --- /dev/null +++ b/scripts/Arduino/ArduinoOnDeviceTrain/ondevice_model.h @@ -0,0 +1,43 @@ +/* + ondevice_model.h + + The model we train on-device: feature extraction, a running standardizer and + logistic regression with SGD. Plain C++/math.h (no Arduino.h) so it builds on + the host for testing and on the Nano in a sketch. + + Mirrors scripts/cap_pipeline/ondevice/model.py. + Task: pricking (1) vs movement (0). +*/ +#ifndef ONDEVICE_MODEL_H +#define ONDEVICE_MODEL_H + +#define OD_N_CH 56 +#define OD_WIN 100 +#define OD_N_FEAT (OD_N_CH * 2 + 2) // 113 + +// window: 56*100 floats, row-major (channel*WIN + t). out: 113 floats. +void od_extract_features(const float* window, float* out); + +struct RunningStandardizer { + long n; + double mean[OD_N_FEAT]; + double M2[OD_N_FEAT]; + + void init(); + void update(const float* x); // feed one feature vector + void transform(const float* x, double* out); // z-score with current stats +}; + +struct LogRegSGD { + double w[OD_N_FEAT]; + double b; + double lr; + double l2; + + void init(double lr = 0.05, double l2 = 1e-4); + double predict_proba(const double* x) const; + int predict(const double* x) const; + double update(const double* x, int y); // one SGD step, returns BCE loss +}; + +#endif diff --git a/scripts/Arduino/ondevice_train/.gitignore b/scripts/Arduino/ondevice_train/.gitignore new file mode 100644 index 0000000..f610049 --- /dev/null +++ b/scripts/Arduino/ondevice_train/.gitignore @@ -0,0 +1,4 @@ +# generated by make_parity.py / the build +*.bin +meta.txt +test_host diff --git a/scripts/Arduino/ondevice_train/README.md b/scripts/Arduino/ondevice_train/README.md new file mode 100644 index 0000000..c4b97eb --- /dev/null +++ b/scripts/Arduino/ondevice_train/README.md @@ -0,0 +1,16 @@ +# Host test for the on-device model + +Checks that the C++ model used by the sketch matches the Python reference +(`scripts/cap_pipeline/ondevice/model.py`). The model itself lives in the sketch +folder `../ArduinoOnDeviceTrain/` (`ondevice_model.h` / `.cpp`) so there's one copy. + +- `make_parity.py` — exports test data + the Python results to compare against. +- `test_host.cpp` — runs the C++ model on that data and checks it matches Python. + +## Run +``` +python make_parity.py +g++ -O2 -std=c++17 test_host.cpp ../ArduinoOnDeviceTrain/ondevice_model.cpp -o test_host +./test_host +``` +Should print all PASS (predictions identical, weights match to ~1e-15). diff --git a/scripts/Arduino/ondevice_train/make_parity.py b/scripts/Arduino/ondevice_train/make_parity.py new file mode 100644 index 0000000..e3def27 --- /dev/null +++ b/scripts/Arduino/ondevice_train/make_parity.py @@ -0,0 +1,78 @@ +""" +make_parity.py + +Export test data + expected results so the C++ training core (ondevice_model.*) +can be checked against the Python reference (model.py). Run this, then build and +run test_host.cpp. + +Writes (all little-endian raw dumps, read back in test_host.cpp): + meta.txt "N K" (N streaming samples, K windows for the feature test) + raw_windows.bin float32 K x 56 x 100 windows for the feature-parity check + py_features.bin float32 K x 113 Python extract_features(window) + features.bin float32 N x 113 features for the streaming check + labels.bin uint8 N 0=movement, 1=pricking + py_preds.bin uint8 N Python prequential predictions + expected.bin double [acc, b, w0..w112] Python final accuracy + weights +""" +import sys, pathlib +import numpy as np + +HERE = pathlib.Path(__file__).resolve().parent +OND = HERE.parents[1] / "cap_pipeline" / "ondevice" +CACHE = HERE.parents[1] / "cap_pipeline" / "caches" / "cap_windows_rich.npz" +sys.path.insert(0, str(OND)) +from model import extract_features, RunningStandardizer, LogRegSGD, N_FEAT + +K = 50 # windows for the feature-parity check + + +def main(): + if not CACHE.exists(): + raise SystemExit(f"Missing {CACHE}. Build it: python scripts/cap_pipeline/ondevice/build_dataset.py") + d = np.load(CACHE) + X, y3, rat = d["X"], d["y"], d["rat"] + y = (y3 == 2).astype(np.int64) # 1 = pricking, 0 = movement + + # Deterministic balanced RAT4 subset (matches showcase's balanced() with seed 0) + rng = np.random.default_rng(0) + idx = np.where(rat == 4)[0] + i0, i1 = idx[y[idx] == 0], idx[y[idx] == 1] + n = min(len(i0), len(i1)) + order = rng.permutation(np.concatenate([rng.choice(i0, n, False), rng.choice(i1, n, False)])) + Xs, ys = X[order], y[order] + N = len(Xs) + + # Features for every streaming sample (float32, exactly as model.py produces) + feats = np.stack([extract_features(Xs[i]) for i in range(N)]).astype(np.float32) + + # Reference streaming pass (same loop as showcase, default LogRegSGD) + model, std = LogRegSGD(N_FEAT), RunningStandardizer(N_FEAT) + preds = np.empty(N, dtype=np.uint8) + correct = 0 + for i in range(N): + f = feats[i] + std.update(f) + fz = std.transform(f) + p = model.predict(fz) + preds[i] = p + correct += (p == ys[i]) + model.update(fz, ys[i]) + acc = correct / N + + # Write everything + (HERE / "meta.txt").write_text(f"{N} {K}\n") + Xs[:K].astype(np.float32).tofile(HERE / "raw_windows.bin") + feats[:K].astype(np.float32).tofile(HERE / "py_features.bin") + feats.astype(np.float32).tofile(HERE / "features.bin") + ys.astype(np.uint8).tofile(HERE / "labels.bin") + preds.tofile(HERE / "py_preds.bin") + expected = np.concatenate([[acc, model.b], model.w]).astype(np.float64) + expected.tofile(HERE / "expected.bin") + + print(f"N={N} streaming samples, K={K} feature-test windows") + print(f"Python prequential accuracy = {acc:.4f}") + print(f"Wrote parity files to {HERE}") + + +if __name__ == "__main__": + main() diff --git a/scripts/Arduino/ondevice_train/test_host.cpp b/scripts/Arduino/ondevice_train/test_host.cpp new file mode 100644 index 0000000..78fcaa3 --- /dev/null +++ b/scripts/Arduino/ondevice_train/test_host.cpp @@ -0,0 +1,108 @@ +/* + test_host.cpp + + Checks the C++ training core (ondevice_model.*) against the Python reference. + Run make_parity.py first to produce the data files, then: + + g++ -O2 -std=c++17 test_host.cpp ondevice_model.cpp -o test_host && ./test_host + + Reads the .bin files in this folder, reruns the same feature extraction and + streaming SGD in C++, and compares to the exported Python results. +*/ +#include "../ArduinoOnDeviceTrain/ondevice_model.h" +#include +#include +#include +#include +#include +#include + +static std::vector read_f32(const std::string& p) { + FILE* f = fopen(p.c_str(), "rb"); + if (!f) { fprintf(stderr, "cannot open %s\n", p.c_str()); exit(1); } + fseek(f, 0, SEEK_END); long n = ftell(f) / 4; fseek(f, 0, SEEK_SET); + std::vector v(n); size_t r = fread(v.data(), 4, n, f); (void)r; fclose(f); + return v; +} +static std::vector read_u8(const std::string& p) { + FILE* f = fopen(p.c_str(), "rb"); + if (!f) { fprintf(stderr, "cannot open %s\n", p.c_str()); exit(1); } + fseek(f, 0, SEEK_END); long n = ftell(f); fseek(f, 0, SEEK_SET); + std::vector v(n); size_t r = fread(v.data(), 1, n, f); (void)r; fclose(f); + return v; +} +static std::vector read_f64(const std::string& p) { + FILE* f = fopen(p.c_str(), "rb"); + if (!f) { fprintf(stderr, "cannot open %s\n", p.c_str()); exit(1); } + fseek(f, 0, SEEK_END); long n = ftell(f) / 8; fseek(f, 0, SEEK_SET); + std::vector v(n); size_t r = fread(v.data(), 8, n, f); (void)r; fclose(f); + return v; +} + +int main() { + long N = 0, K = 0; + { FILE* f = fopen("meta.txt", "r"); if (!f) { fprintf(stderr, "run make_parity.py first\n"); return 1; } + if (fscanf(f, "%ld %ld", &N, &K) != 2) { fprintf(stderr, "bad meta.txt\n"); return 1; } fclose(f); } + + bool ok = true; + + // ── Test A: feature extraction parity ─────────────────────────────────── + std::vector raw = read_f32("raw_windows.bin"); // K x 56 x 100 + std::vector pyf = read_f32("py_features.bin"); // K x 113 + double feat_maxdiff = 0.0; + std::vector cf(OD_N_FEAT); + for (long k = 0; k < K; k++) { + od_extract_features(raw.data() + k * OD_N_CH * OD_WIN, cf.data()); + for (int i = 0; i < OD_N_FEAT; i++) { + double dd = fabs((double)cf[i] - (double)pyf[k * OD_N_FEAT + i]); + if (dd > feat_maxdiff) feat_maxdiff = dd; + } + } + bool feat_ok = feat_maxdiff < 1e-3; + ok &= feat_ok; + printf("Test A features : max|C++ - Py| = %.3e [%s]\n", + feat_maxdiff, feat_ok ? "PASS" : "FAIL"); + + // ── Test B: streaming SGD parity ──────────────────────────────────────── + std::vector feats = read_f32("features.bin"); // N x 113 + std::vector labels = read_u8("labels.bin"); // N + std::vector pypred = read_u8("py_preds.bin"); // N + std::vector exp = read_f64("expected.bin"); // [acc, b, w0..w112] + + RunningStandardizer std_; std_.init(); + LogRegSGD model; model.init(); + std::vector z(OD_N_FEAT); + long correct = 0, pred_mismatch = 0; + for (long i = 0; i < N; i++) { + const float* f = feats.data() + i * OD_N_FEAT; + std_.update(f); + std_.transform(f, z.data()); + int p = model.predict(z.data()); + if (p != (int)pypred[i]) pred_mismatch++; + if (p == (int)labels[i]) correct++; + model.update(z.data(), (int)labels[i]); + } + double cpp_acc = (double)correct / (double)N; + double py_acc = exp[0], py_b = exp[1]; + double acc_diff = fabs(cpp_acc - py_acc); + double w_maxdiff = fabs(model.b - py_b); + for (int i = 0; i < OD_N_FEAT; i++) { + double dd = fabs(model.w[i] - exp[2 + i]); + if (dd > w_maxdiff) w_maxdiff = dd; + } + bool pred_ok = (pred_mismatch == 0); + bool acc_ok = (acc_diff < 1e-9); + bool w_ok = (w_maxdiff < 1e-6); + ok &= pred_ok & acc_ok & w_ok; + + printf("Test B predictions : %ld / %ld differ from Python [%s]\n", + pred_mismatch, N, pred_ok ? "PASS" : "FAIL"); + printf("Test B accuracy : C++ %.4f Py %.4f (diff %.2e) [%s]\n", + cpp_acc, py_acc, acc_diff, acc_ok ? "PASS" : "FAIL"); + printf("Test B weights : max|C++ - Py| = %.3e [%s]\n", + w_maxdiff, w_ok ? "PASS" : "FAIL"); + + printf("\n%s\n", ok ? "ALL PASS - C++ core matches the Python reference" + : "FAIL - see above"); + return ok ? 0 : 1; +} From 452c1b0ca2efcc6a78121f3bce9f4d216aef66d0 Mon Sep 17 00:00:00 2001 From: Trexz14 <55001975+Trexz14@users.noreply.github.com> Date: Mon, 15 Jun 2026 11:09:52 +0200 Subject: [PATCH 3/6] add cross-rat adaptation demo + eval-only mode --- .../ArduinoOnDeviceTrain.ino | 23 +- .../Arduino/ArduinoOnDeviceTrain/README.md | 9 +- scripts/cap_pipeline/ondevice/stream_raw.py | 511 ++++++++++++++++++ 3 files changed, 534 insertions(+), 9 deletions(-) create mode 100644 scripts/cap_pipeline/ondevice/stream_raw.py diff --git a/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino b/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino index a8f1645..a47101f 100644 --- a/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino +++ b/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino @@ -11,7 +11,7 @@ Stream protocol (same as stream_raw.py, 119 bytes): [0xAA][0xBB] sync - [label] 1 byte: 0=dorsi 1=plantar 2=pricking 255=unknown + [label] 1 byte: 0=dorsi 1=plantar 2=pricking 254=eval-only 255=unknown [ts] 4 bytes uint32 LE [ch0..ch55] 56 x uint16 LE raw Intan ADC (uV = 0.195*(raw-32768)) @@ -180,15 +180,31 @@ static void classify_cap(uint32_t ts, uint8_t label) { for (int c = 0; c < N_CH; c++) od_window[c * OD_WIN + t] = circ_buf[c][pos]; } + // label 254 = evaluate only: predict + report, but do NOT train or touch the + // running stats. Lets the host measure the frozen model on a held-out set so an + // adaptation drop/recovery is visible (the running accuracy alone hides it). + bool eval = (label == 254); + // Features -> standardise -> predict float feat[OD_N_FEAT]; double z[OD_N_FEAT]; od_extract_features(od_window, feat); - od_std.update(feat); + if (!eval) od_std.update(feat); od_std.transform(feat, z); double p = od_model.predict_proba(z); int pred = (p >= 0.5) ? 1 : 0; + set_led(pred == 1 ? PHASE_PRICKING : PHASE_MOVEMENT); + result_hold_until = (uint32_t)millis() + 300; + + if (eval) { + Serial.print("EVAL ts="); Serial.print(ts); + Serial.print(" pred="); Serial.print(pred); + Serial.print(" p="); Serial.println(p, 3); + Serial.flush(); + return; + } + // Label: pricking(2)=1, dorsi/plantar(0,1)=0, unknown(255)=-1 int y = (label == 255) ? -1 : (label == 2 ? 1 : 0); @@ -199,9 +215,6 @@ static void classify_cap(uint32_t ts, uint8_t label) { od_model.update(z, y); } - set_led(pred == 1 ? PHASE_PRICKING : PHASE_MOVEMENT); - result_hold_until = (uint32_t)millis() + 300; - Serial.print("CAP ts="); Serial.print(ts); Serial.print(" pred="); Serial.print(pred); Serial.print(" label="); Serial.print(y); diff --git a/scripts/Arduino/ArduinoOnDeviceTrain/README.md b/scripts/Arduino/ArduinoOnDeviceTrain/README.md index daeb1d7..04261b0 100644 --- a/scripts/Arduino/ArduinoOnDeviceTrain/README.md +++ b/scripts/Arduino/ArduinoOnDeviceTrain/README.md @@ -14,7 +14,7 @@ CAP using the label that comes with the stream. 1. Open the sketch in the Arduino IDE and upload to the Nano 33 BLE Sense. 2. Stream the data to it from the laptop: ``` - python scripts/cap_pipeline/stream_raw.py + python scripts/cap_pipeline/ondevice/stream_raw.py ``` 3. Watch the serial monitor. Per detected CAP it prints: ``` @@ -29,6 +29,7 @@ green = movement. ## Notes - Stream slower than real time if the board can't keep up (30 kHz x 56 ch is a lot over serial) — it's a replay, so the rate doesn't have to be realtime. -- `stream_raw.py` currently streams RAT4 only and parses the old `class=` reply - line; for the cross-rat adaptation demo it needs a few tweaks (more rats, parse - `pred=`). That's the next step. +- `stream_raw.py` drives the adaptation demo: it streams a sequence of `PHASES` + (e.g. RAT4 then RAT9), parses the `pred=`/`label=` reply, prints a sliding-window + accuracy so the shift and recovery are visible, and logs the learning curve to + `caches/learning_curve.csv`. Edit `PHASES`/`SERIAL_PORT` at the top of the file. diff --git a/scripts/cap_pipeline/ondevice/stream_raw.py b/scripts/cap_pipeline/ondevice/stream_raw.py new file mode 100644 index 0000000..44f977e --- /dev/null +++ b/scripts/cap_pipeline/ondevice/stream_raw.py @@ -0,0 +1,511 @@ +""" +stream_raw.py (on-device training + cross-rat adaptation demo) +-------------------------------------------------------------- +Replays raw 56-channel ENG to the Arduino sketch `ArduinoOnDeviceTrain`, which +detects CAPs live and trains a logistic-regression model on-device (pricking vs +movement). The board does its OWN detection; the laptop only chooses which CAPs +to send and in what order. + +The demo (M4 + M5): + 1. TRAIN — stream shuffled, class-balanced CAPs from several rats; the board + learns online (one SGD step per detected CAP). + 2. ADAPT — switch to a NEW rat (different cuff placement = distribution shift). + The model is mis-tuned for it, then recovers as it keeps training. + +To SEE the drop and recovery we can't use the board's running accuracy (online +SGD adapts so fast the dip hides in the noise). Instead, at checkpoints we stream +a FIXED held-out test set from the new rat with label 254 = "evaluate only": the +board predicts and reports but does not train or update its stats. The host scores +those predictions, giving a held-out accuracy at each checkpoint. + +Why CAPs are cut WITH their real preceding signal: that lead-in doubles as the +inter-event gap so the detector re-arms, and it reproduces the exact local noise +floor the EMA threshold was tuned for (synthesising gaps from random baseline +raises the floor and suppresses detection). + +Packet (119 bytes): [0xAA][0xBB] + label(1) + ts(4) + 56xuint16 LE(112). + label: 0=dorsi 1=plantar 2=pricking (board collapses to move/prick) ; + 254=eval-only ; 255=unknown (lead-in). +Replies: "CAP ts=N pred=P label=Y p=PROB acc=ACC" (a trained CAP) + "EVAL ts=N pred=P p=PROB" (a held-out prediction) + +Usage: + python scripts/cap_pipeline/ondevice/stream_raw.py --selftest # no hardware + python scripts/cap_pipeline/ondevice/stream_raw.py # stream to board + python scripts/cap_pipeline/ondevice/stream_raw.py --list-ports +""" + +import argparse +import csv +import pathlib +import struct +import sys +import threading +import time +from collections import deque + +import numpy as np +from scipy.signal import sosfilt, lfilter, lfilter_zi, butter, iirnotch, tf2sos + +HERE = pathlib.Path(__file__).resolve().parent +DATA_DIR = HERE.parents[2] / "data" +CACHE_DIR = HERE.parent / "caches" # git-ignored +sys.path.insert(0, str(HERE)) +from model import extract_features, RunningStandardizer, LogRegSGD, N_FEAT + +# ───────────────────────────────────────────────── +# CONFIGURATION +# ───────────────────────────────────────────────── + +SERIAL_PORT = "/dev/cu.usbmodem1101" +BAUD_RATE = 115200 +SLOWDOWN = 10 # replay at 1/SLOWDOWN real speed (10 -> 3 kHz effective) +BATCH_SZ = 60 # samples per serial write +SEED = 0 +OUT_CSV = CACHE_DIR / "adaptation_curve.csv" + +# Cross-rat scenario +TRAIN_RATS = [4, 5, 8, 10] # learn the task on these +ADAPT_RAT = 9 # then shift to this new rat and recover +CLASS_DIRS = ["DORSIFLEXION", "PLANTARFLEXION", "PRICKING"] # labels 0,1,2 + +MAX_TRAIN_EVENTS = 1200 # balanced CAPs streamed in the train phase +MAX_ADAPT_EVENTS = 800 # balanced CAPs from the new rat used for fine-tuning +EVAL_EVENTS = 120 # balanced held-out CAPs from the new rat (the test set) +EVAL_EVERY = 200 # adapt CAPs between held-out checkpoints + +# Stream geometry (samples @ 30 kHz). Each event is cut WITH its real lead-in. +LEAD = 2000 # real signal before the CAP (>> EMA time const ~200) +TRAIL = 300 # samples after the CAP +LABEL_PRE = 100 # CAP-vicinity that carries the real/eval label (rest = unknown) + +SYNC = bytes([0xAA, 0xBB]) +FS = 30_000.0 +LABEL_UNKNOWN, LABEL_EVAL = 255, 254 + +# ── Detection parameters (must match the board + build_dataset.py) ──────────── +N_CH, N_RINGS = 56, 7 +EMA_ALPHA, EMA_INIT = 0.005, 5.0 +THRESHOLD, REFRACTORY = 5.01, 150 +PEAK_UV = 15.0 +WIN_PRE, WIN_POST = 49, 51 # model window = [trig-49 .. trig+51) = 100 samples + +b_n, a_n = iirnotch(2000.0, 30.0, fs=FS) +SOS_NOTCH = tf2sos(b_n, a_n) +SOS_BP = butter(6, [1000.0, 3000.0], btype="band", fs=FS, output="sos") + + +# ───────────────────────────────────────────────── +# RHD READER (raw uint16) +# ───────────────────────────────────────────────── + +def _rqs(f): + r = f.read(4) + if len(r) < 4: + return "" + n = struct.unpack("= 1) or major > 1: n_temp = struct.unpack("= 3) or major > 1: f.read(2) + if major > 1: _rqs(f) + ng = struct.unpack(" 0 and en: + for _ in range(nch): + _rqs(f); _rqs(f) + _, _, st, ce, _, _ = struct.unpack(" 0 else 0) + + (spb * 2 if hdr["n_dig_out"] > 0 else 0)) + blocks = [] + while True: + if len(f.read(b_ts)) < b_ts: break + amp = f.read(b_amp) + if len(amp) < b_amp: break + blocks.append(np.frombuffer(amp, dtype=np.uint16).reshape(n_amp, spb, order="F")) + if b_skip and len(f.read(b_skip)) < b_skip: break + except Exception: + return None + if not blocks: + return None + return np.concatenate(blocks, axis=1).T.copy() # (N, 56) uint16 + + +# ───────────────────────────────────────────────── +# CAUSAL CAP DETECTION (same math as build_dataset.py / the board) +# ───────────────────────────────────────────────── + +def detect(raw_u16, warmup): + """raw uint16 (N,56) -> (trigs, uvr). trigs = detected peak indices.""" + uv = 0.195 * (raw_u16.astype(np.float64) - 32768.0) + ref = (uv[:, :8].mean(1) + uv[:, 48:].mean(1)) / 2.0 + uvr = uv - ref[:, None] + N = len(uvr) + rings = uvr[:, :N_RINGS * 8].reshape(N, N_RINGS, 8).mean(2) + for r in range(N_RINGS): + rings[:, r] = sosfilt(SOS_BP, sosfilt(SOS_NOTCH, rings[:, r])) + daa = np.zeros(N) + for r in range(N_RINGS): + if r == 0: daa += rings[:, r] + else: daa[r:] += rings[:-r, r] + zi = lfilter_zi([EMA_ALPHA], [1.0, -(1.0 - EMA_ALPHA)]) * EMA_INIT + ema, _ = lfilter([EMA_ALPHA], [1.0, -(1.0 - EMA_ALPHA)], np.abs(daa), zi=zi) + abs_daa = np.abs(daa) + cand = np.where(abs_daa[warmup:] > THRESHOLD * ema[warmup:])[0] + warmup + trigs, next_ok = [], warmup + for t in cand: + if t < next_ok: + continue + next_ok = t + REFRACTORY + if abs_daa[t] <= PEAK_UV: + trigs.append(int(t)) + return np.array(trigs, dtype=np.int64), uvr + + +# ───────────────────────────────────────────────── +# EVENT COLLECTION + STREAM ASSEMBLY +# ───────────────────────────────────────────────── + +def collect_events(rats): + """Detect CAPs for the given rats; return list of (raw_chunk (LEAD+TRAIL,56), cls). + + Each chunk is one CAP plus its real preceding signal; cls = 1 pricking, 0 move. + """ + events = [] + for rat in rats: + before = len(events) + for ci, cdir in enumerate(CLASS_DIRS): + d = DATA_DIR / f"RAT{rat}_{cdir}" + cls = 1 if ci == 2 else 0 + for p in (sorted(d.glob("*.rhd")) if d.exists() else []): + raw = read_rhd_raw(p) + if raw is None: + continue + N = len(raw) + trigs, _ = detect(raw, warmup=int(0.5 * FS)) + for t in trigs: + if t - LEAD >= 0 and t + TRAIL <= N: + events.append((raw[t - LEAD: t + TRAIL], cls)) + print(f" RAT{rat}: {len(events) - before} CAPs", flush=True) + return events + + +def balance(events, cap, rng): + """Balanced, shuffled subset with at most `cap` events total.""" + mov = [e for e in events if e[1] == 0] + pri = [e for e in events if e[1] == 1] + rng.shuffle(mov); rng.shuffle(pri) + k = min(len(mov), len(pri), cap // 2) + sel = mov[:k] + pri[:k] + rng.shuffle(sel) + return sel + + +def make_segment(events, mode): + """Assemble events into a contiguous (raw, label, truth) block. + + mode 'train' -> label = class (board trains); mode 'eval' -> label = 254 + (board predicts only). The lead-in is 'unknown' so a stray boundary trigger + isn't trained/counted. truth = cls in the CAP vicinity else -1. + """ + raw_parts, lab_parts, tru_parts = [], [], [] + for chunk, cls in events: + lab = np.full(len(chunk), LABEL_UNKNOWN, np.uint8) + tru = np.full(len(chunk), -1, np.int8) + a, b = LEAD - LABEL_PRE, LEAD + TRAIL + lab[a:b] = LABEL_EVAL if mode == "eval" else (2 if cls == 1 else 0) + tru[a:b] = cls + raw_parts.append(chunk); lab_parts.append(lab); tru_parts.append(tru) + return (np.concatenate(raw_parts), np.concatenate(lab_parts), + np.concatenate(tru_parts)) + + +def build_run(rng): + """Build the ordered list of stages for the whole demo. + + Returns list of dicts: {name, kind ('train'|'eval'), raw, label, truth, ckpt}. + """ + print(f"Detecting CAPs: train rats {TRAIN_RATS} …", flush=True) + train_ev = balance(collect_events(TRAIN_RATS), MAX_TRAIN_EVENTS, rng) + print(f" {len(train_ev)} balanced training CAPs", flush=True) + + print(f"Detecting CAPs: adapt rat {ADAPT_RAT} …", flush=True) + rat_ev = collect_events([ADAPT_RAT]) + rng.shuffle(rat_ev) + test_ev = balance(rat_ev, EVAL_EVENTS, rng) + test_ids = {id(e) for e in test_ev} + adapt_ev = balance([e for e in rat_ev if id(e) not in test_ids], MAX_ADAPT_EVENTS, rng) + print(f" {len(adapt_ev)} adapt CAPs, {len(test_ev)} held-out test CAPs", flush=True) + + def eval_stage(ckpt): + raw, lab, tru = make_segment(test_ev, "eval") + return dict(name=f"eval@{ckpt}", kind="eval", raw=raw, label=lab, truth=tru, ckpt=ckpt) + + def train_stage(name, ev): + raw, lab, tru = make_segment(ev, "train") + return dict(name=name, kind="train", raw=raw, label=lab, truth=tru, ckpt=-1) + + stages = [train_stage(f"train: rats {TRAIN_RATS}", train_ev)] + done = 0 + stages.append(eval_stage(done)) # before adapting + for blk in range(0, len(adapt_ev), EVAL_EVERY): + chunk = adapt_ev[blk:blk + EVAL_EVERY] + done += len(chunk) + stages.append(train_stage(f"adapt RAT{ADAPT_RAT} (+{len(chunk)})", chunk)) + stages.append(eval_stage(done)) + return stages + + +# ───────────────────────────────────────────────── +# OFFLINE SELF-TEST (no hardware — predicts what the board will do) +# ───────────────────────────────────────────────── + +def selftest(stages): + # Concatenate everything (the board's filters/EMA run continuously) and tag + # every sample with its stage so detections can be routed. + raws = np.concatenate([s["raw"] for s in stages]) + truth = np.concatenate([s["truth"] for s in stages]) + sid = np.concatenate([np.full(len(s["raw"]), i, np.int32) for i, s in enumerate(stages)]) + print(f"\nAssembled run: {len(raws)} samples ({len(raws)/FS:.1f} s, " + f"{len(raws)/FS*SLOWDOWN:.0f} s wall @ slowdown {SLOWDOWN})") + + trigs, uvr = detect(raws, warmup=0) + in_cap = truth[trigs] >= 0 + print(f"Detections: {len(trigs)} (in CAP {int(in_cap.sum())}, in lead-in {int((~in_cap).sum())})") + + model, std = LogRegSGD(N_FEAT), RunningStandardizer(N_FEAT) + recent = deque(maxlen=200) # windowed training accuracy + train_seen = 0 + checkpoints = {} # ckpt -> [correct, total] + cur = -1 + + def flush_eval(stage): + c, n = checkpoints.get(stage["ckpt"], [0, 0]) + acc = c / n if n else 0.0 + print(f" held-out acc = {acc:.3f} ({c}/{n}) {'█' * int(acc * 30)}", flush=True) + + for t in trigs: + if t - WIN_PRE < 0 or t + WIN_POST > len(uvr): + continue + y = int(truth[t]) + if y < 0: + continue + si = int(sid[t]); st = stages[si] + if si != cur: # stage boundary + if cur >= 0 and stages[cur]["kind"] == "eval": + flush_eval(stages[cur]) + cur = si + if st["kind"] == "train": + print(f"\n{st['name']}", flush=True) + else: + print(f"\n eval on RAT{ADAPT_RAT} (after {st['ckpt']} adapt CAPs):", flush=True) + + window = uvr[t - WIN_PRE: t + WIN_POST].T + f = extract_features(window) + if st["kind"] == "eval": + z = std.transform(f) # no std.update, no model.update + a = checkpoints.setdefault(st["ckpt"], [0, 0]) + a[0] += int(model.predict(z) == y); a[1] += 1 + else: + std.update(f) + z = std.transform(f) + recent.append(int(model.predict(z) == y)) + train_seen += 1 + model.update(z, y) + if train_seen % 200 == 0: + print(f" trained {train_seen:4d} CAPs, last-{len(recent)} acc {sum(recent)/len(recent):.3f}", + flush=True) + if cur >= 0 and stages[cur]["kind"] == "eval": + flush_eval(stages[cur]) + + print("\nHeld-out accuracy on the new rat, by checkpoint:") + for ck in sorted(checkpoints): + c, n = checkpoints[ck] + acc = c / n if n else 0.0 + print(f" after {ck:4d} adapt CAPs: {acc:.3f}", flush=True) + + +# ───────────────────────────────────────────────── +# ARDUINO REPLY READER (background thread) +# ───────────────────────────────────────────────── + +class ReplyReader(threading.Thread): + def __init__(self, ser, state, csv_writer): + super().__init__(daemon=True) + self.ser, self.state, self.csv = ser, state, csv_writer + self.train_total = self.train_correct = 0 + self.ckpt = {} # ckpt -> [correct, total] + + def run(self): + buf = b"" + while True: + try: + chunk = self.ser.read(64) + if not chunk: + continue + buf += chunk + while b"\n" in buf: + line, buf = buf.split(b"\n", 1) + self._handle(line.decode("ascii", errors="ignore").strip()) + except Exception: + break + + def _handle(self, line): + if line.startswith("EVAL"): + kv = {k: v for k, v in (p.split("=") for p in line.split() if "=" in p)} + pred = int(kv.get("pred", -1)) + ts = int(kv.get("ts", -1)) + truths = self.state["eval_truths"] # one per held-out event, in order + ev = ts // (LEAD + TRAIL) # which event this detection is in + scored = self.state["eval_scored"] + if 0 <= ev < len(truths) and ev not in scored: # ts-based: robust to misses/dupes + scored.add(ev) + a = self.ckpt.setdefault(self.state["ckpt"], [0, 0]) + a[0] += int(pred == truths[ev]); a[1] += 1 + return + if not line.startswith("CAP"): + if line: + print(f" [Arduino] {line}") + return + kv = {k: v for k, v in (p.split("=") for p in line.split() if "=" in p)} + pred, label = int(kv.get("pred", -1)), int(kv.get("label", -1)) + if label >= 0: + self.train_total += 1 + self.train_correct += int(pred == label) + if self.csv: + self.csv.writerow(["train", self.state["stage"], kv.get("ts", ""), + pred, label, kv.get("p", ""), kv.get("acc", ""), ""]) + + +# ───────────────────────────────────────────────── +# SERIAL STREAMING +# ───────────────────────────────────────────────── + +def stream_to_board(stages, port, write_csv): + import serial + state = {"stage": "-", "ckpt": -1, "eval_truths": [], "eval_scored": set()} + + csv_file = csv_writer = None + if write_csv: + CACHE_DIR.mkdir(parents=True, exist_ok=True) + csv_file = open(OUT_CSV, "w", newline="") + csv_writer = csv.writer(csv_file) + csv_writer.writerow(["kind", "stage", "ts", "pred", "label", "p", "board_acc", "held_out_acc"]) + + print(f"Opening {port} …") + ser = serial.Serial(port, BAUD_RATE, timeout=0.05) + time.sleep(2) + reader = ReplyReader(ser, state, csv_writer) + reader.start() + batch_dt = BATCH_SZ / (FS / SLOWDOWN) + + def send(raw, label): + batch = bytearray(); t0 = time.perf_counter() + for i in range(len(raw)): + batch += SYNC + struct.pack(" 0: + time.sleep(wait) + ser.write(bytes(batch)); batch = bytearray(); t0 = time.perf_counter() + if batch: + ser.write(bytes(batch)) + + try: + for st in stages: + state["stage"] = st["name"] + if st["kind"] == "eval": + # one held-out truth per event, indexed by ts // (LEAD+TRAIL) + state["ckpt"] = st["ckpt"] + state["eval_truths"] = [int(c) for c in st["truth"] if c >= 0][::(TRAIL + LABEL_PRE)] + state["eval_scored"] = set() + print(f"\n eval checkpoint @ {st['ckpt']} adapt CAPs …") + else: + print(f"\n{'═'*54}\n {st['name']}\n{'═'*54}") + send(st["raw"], st["label"]) + time.sleep(0.5) # let trailing replies arrive + if st["kind"] == "eval": + a = reader.ckpt.get(st["ckpt"], [0, 0]) + acc = a[0] / a[1] if a[1] else 0.0 + print(f" held-out acc = {acc:.3f} ({a[0]}/{a[1]})") + if csv_writer: + csv_writer.writerow(["eval", st["name"], "", "", "", "", "", f"{acc:.3f}"]) + except KeyboardInterrupt: + print("\nStopped by user.") + finally: + ser.close() + if csv_file: + csv_file.close() + print(f"\nCurve → {OUT_CSV}") + if reader.ckpt: + cks = sorted(reader.ckpt) + b0 = reader.ckpt[cks[0]]; b1 = reader.ckpt[cks[-1]] + print(f"Recovery: {b0[0]/max(1,b0[1]):.3f} -> {b1[0]/max(1,b1[1]):.3f}") + + +# ───────────────────────────────────────────────── +# MAIN +# ───────────────────────────────────────────────── + +def main(): + ap = argparse.ArgumentParser() + ap.add_argument("--selftest", action="store_true", help="validate offline (no hardware)") + ap.add_argument("--list-ports", action="store_true") + ap.add_argument("--port", default=SERIAL_PORT) + ap.add_argument("--no-csv", action="store_true") + args = ap.parse_args() + + if args.list_ports: + import serial.tools.list_ports + for p in serial.tools.list_ports.comports(): + print(f" {p.device} {p.description}") + return + + rng = np.random.default_rng(SEED) + stages = build_run(rng) + if args.selftest: + selftest(stages) + else: + stream_to_board(stages, args.port, write_csv=not args.no_csv) + + +if __name__ == "__main__": + main() From 0cda19380de07edacc7a0386fb46e6e6b6f969ad Mon Sep 17 00:00:00 2001 From: Trexz14 <55001975+Trexz14@users.noreply.github.com> Date: Mon, 15 Jun 2026 14:00:48 +0200 Subject: [PATCH 4/6] compare models: linear vs random forest vs cnn vs ensemble --- scripts/cap_pipeline/ondevice/model_cnn.py | 89 +++++++++++++++++++ .../cap_pipeline/ondevice/model_ensemble.py | 49 ++++++++++ scripts/cap_pipeline/ondevice/model_linear.py | 32 +++++++ .../ondevice/model_random_forest.py | 30 +++++++ scripts/cap_pipeline/ondevice/task_data.py | 84 +++++++++++++++++ 5 files changed, 284 insertions(+) create mode 100644 scripts/cap_pipeline/ondevice/model_cnn.py create mode 100644 scripts/cap_pipeline/ondevice/model_ensemble.py create mode 100644 scripts/cap_pipeline/ondevice/model_linear.py create mode 100644 scripts/cap_pipeline/ondevice/model_random_forest.py create mode 100644 scripts/cap_pipeline/ondevice/task_data.py diff --git a/scripts/cap_pipeline/ondevice/model_cnn.py b/scripts/cap_pipeline/ondevice/model_cnn.py new file mode 100644 index 0000000..ec5ef0a --- /dev/null +++ b/scripts/cap_pipeline/ondevice/model_cnn.py @@ -0,0 +1,89 @@ +""" +model_cnn.py + +ESCAPE-NET-Mini-style two-stream CNN (Hwang et al. 2022, sec 2.4.1) on the raw +56x100 window. Two inputs: spatial-emphasis (rows grouped by ring) and +temporal-emphasis (rows grouped by line along the nerve). The window is globally +standardized, NOT per-window — amplitude is a real cue for pricking. + +Same task/split as the other models. Saves test probabilities for the ensemble. + + python model_cnn.py +""" +import numpy as np +import torch +import torch.nn as nn + +from task_data import load, splits, save_preds, report, SEED + +NAME = "cnn" +EPOCHS = 60 + + +def temporal_order(): + # ring-major (ring*8+contact) -> line-major (contact*7+ring) + return [ring * 8 + contact for contact in range(8) for ring in range(7)] + + +def inputs(X, idx, mean, std): + W = (X[idx] - mean) / std + perm = temporal_order() + sp = torch.tensor(W[:, None, :, :], dtype=torch.float32) + te = torch.tensor(W[:, perm][:, None, :, :], dtype=torch.float32) + return sp, te + + +class TwoStream(nn.Module): + def __init__(self): + super().__init__() + + def stream(): + return nn.Sequential( + nn.Conv2d(1, 4, 8), nn.ReLU(), nn.MaxPool2d(2), + nn.Conv2d(4, 4, 4), nn.ReLU(), nn.MaxPool2d(2), + nn.Conv2d(4, 4, 2), nn.ReLU(), + nn.Conv2d(4, 4, 1), nn.ReLU(), + nn.Flatten()) + self.a, self.b = stream(), stream() + self.head = nn.Sequential(nn.LazyLinear(8), nn.ReLU(), nn.Linear(8, 2)) + + def forward(self, xa, xb): + return self.head(torch.cat([self.a(xa), self.b(xb)], 1)) + + +def fit_predict(Xtr_sp, Xtr_te, ytr, Xte_sp, Xte_te): + torch.manual_seed(SEED) + net = TwoStream() + net(Xtr_sp[:2], Xtr_te[:2]) # init LazyLinear + opt = torch.optim.Adam(net.parameters(), lr=1e-3, weight_decay=1e-4) + lossf = nn.CrossEntropyLoss() + yt = torch.tensor(ytr, dtype=torch.long) + n, bs = len(ytr), 64 + for _ in range(EPOCHS): + net.train() + for b in torch.randperm(n).split(bs): + opt.zero_grad() + lossf(net(Xtr_sp[b], Xtr_te[b]), yt[b]).backward() + opt.step() + net.eval() + with torch.no_grad(): + return torch.softmax(net(Xte_sp, Xte_te), 1)[:, 1].numpy() + + +def main(): + X, _, _, y = load() + rats, probs, labels = [], [], [] + for r, tr, te in splits(): + mean, std = X[tr].mean(0), X[tr].std(0) + 1e-6 + sp_tr, te_tr = inputs(X, tr, mean, std) + sp_te, te_te = inputs(X, te, mean, std) + p = fit_predict(sp_tr, te_tr, y[tr], sp_te, te_te) + rats += [r] * len(te); probs += list(p); labels += list(y[te]) + print(f" RAT{r} done", flush=True) + + save_preds(NAME, rats, probs, labels) + report(NAME, rats, probs, labels) + + +if __name__ == "__main__": + main() diff --git a/scripts/cap_pipeline/ondevice/model_ensemble.py b/scripts/cap_pipeline/ondevice/model_ensemble.py new file mode 100644 index 0000000..ff8d1b7 --- /dev/null +++ b/scripts/cap_pipeline/ondevice/model_ensemble.py @@ -0,0 +1,49 @@ +""" +model_ensemble.py + +Soft-voting ensemble: averages P(pricking) from the linear, random forest and CNN +models, then predicts the higher-probability class. Run the three model scripts +first (they save their test probabilities); this loads and combines them, and +prints all four side by side. + + python model_linear.py + python model_random_forest.py + python model_cnn.py + python model_ensemble.py +""" +import numpy as np + +from task_data import load_preds, report, RATS + +BASE = ["linear", "random_forest", "cnn"] + + +def main(): + loaded = {} + for name in BASE: + try: + loaded[name] = load_preds(name) + except FileNotFoundError: + raise SystemExit(f"Missing predictions for '{name}'. Run model_{name}.py first.") + + # all models share the same test set/order; verify via labels + ref_rat, _, ref_lab = loaded[BASE[0]] + for name, (rat, _, lab) in loaded.items(): + if not (np.array_equal(rat, ref_rat) and np.array_equal(lab, ref_lab)): + raise SystemExit(f"'{name}' test set doesn't match — re-run all model scripts.") + + probs = np.mean([loaded[n][1] for n in BASE], axis=0) # soft vote + report("ensemble (linear+rf+cnn)", ref_rat, probs, ref_lab) + + # side-by-side mean accuracy + print("\nmean accuracy over rats:") + for name in BASE: + rat, p, lab = loaded[name] + accs = [((p[rat == r] >= 0.5).astype(int) == lab[rat == r]).mean() for r in RATS] + print(f" {name:14s} {np.mean(accs):.3f}") + ens = [((probs[ref_rat == r] >= 0.5).astype(int) == ref_lab[ref_rat == r]).mean() for r in RATS] + print(f" {'ensemble':14s} {np.mean(ens):.3f}") + + +if __name__ == "__main__": + main() diff --git a/scripts/cap_pipeline/ondevice/model_linear.py b/scripts/cap_pipeline/ondevice/model_linear.py new file mode 100644 index 0000000..f3df8fd --- /dev/null +++ b/scripts/cap_pipeline/ondevice/model_linear.py @@ -0,0 +1,32 @@ +""" +model_linear.py + +Logistic regression on the 113 hand features (the model we run on the Arduino). +Within-rat, temporal split. Saves test probabilities for the ensemble. + + python model_linear.py +""" +import numpy as np +from sklearn.linear_model import LogisticRegression +from sklearn.preprocessing import StandardScaler + +from task_data import load, splits, feats, save_preds, report + +NAME = "linear" + + +def main(): + X, _, _, y = load() + rats, probs, labels = [], [], [] + for r, tr, te in splits(): + sc = StandardScaler().fit(feats(X, tr)) + clf = LogisticRegression(max_iter=2000).fit(sc.transform(feats(X, tr)), y[tr]) + p = clf.predict_proba(sc.transform(feats(X, te)))[:, 1] + rats += [r] * len(te); probs += list(p); labels += list(y[te]) + + save_preds(NAME, rats, probs, labels) + report(NAME, rats, probs, labels) + + +if __name__ == "__main__": + main() diff --git a/scripts/cap_pipeline/ondevice/model_random_forest.py b/scripts/cap_pipeline/ondevice/model_random_forest.py new file mode 100644 index 0000000..e292f9c --- /dev/null +++ b/scripts/cap_pipeline/ondevice/model_random_forest.py @@ -0,0 +1,30 @@ +""" +model_random_forest.py + +Random forest on the 113 hand features. Same task/split as model_linear.py so +the numbers are comparable. Saves test probabilities for the ensemble. + + python model_random_forest.py +""" +from sklearn.ensemble import RandomForestClassifier + +from task_data import load, splits, feats, save_preds, report, SEED + +NAME = "random_forest" + + +def main(): + X, _, _, y = load() + rats, probs, labels = [], [], [] + for r, tr, te in splits(): + clf = RandomForestClassifier(n_estimators=200, random_state=SEED, n_jobs=-1) + clf.fit(feats(X, tr), y[tr]) + p = clf.predict_proba(feats(X, te))[:, 1] + rats += [r] * len(te); probs += list(p); labels += list(y[te]) + + save_preds(NAME, rats, probs, labels) + report(NAME, rats, probs, labels) + + +if __name__ == "__main__": + main() diff --git a/scripts/cap_pipeline/ondevice/task_data.py b/scripts/cap_pipeline/ondevice/task_data.py new file mode 100644 index 0000000..9b5fd4e --- /dev/null +++ b/scripts/cap_pipeline/ondevice/task_data.py @@ -0,0 +1,84 @@ +""" +task_data.py + +Shared data setup for the model comparison. Defines the task (pricking vs +movement) and the evaluation split once, so every model script trains and tests +on exactly the same data and the results are directly comparable. + +Split: within-rat, temporal — first 70% of each class (in detection order) for +training, last 30% for test, balanced. The temporal split stops adjacent windows +from leaking between train and test. + +Each model script saves its per-test-sample probabilities with save_preds(); the +ensemble loads them with load_preds(). +""" +import sys, pathlib +import numpy as np + +HERE = pathlib.Path(__file__).resolve().parent +sys.path.insert(0, str(HERE)) +from model import extract_features + +CACHE = HERE.parent / "caches" / "cap_windows_rich.npz" +PRED_DIR = HERE.parent / "caches" / "model_preds" +RATS = [4, 5, 8, 9, 10] # rats with both classes (RAT7 excluded: files are truncated) +SEED = 0 + + +def load(): + d = np.load(CACHE) + X, y3, rat = d["X"].astype(np.float32), d["y"], d["rat"] + y = (y3 == 2).astype(np.int64) # 1 = pricking, 0 = movement + return X, y3, rat, y + + +def splits(): + """List of (rat, train_idx, test_idx), balanced, deterministic.""" + _, y3, rat, _ = load() + rng = np.random.default_rng(SEED) + out = [] + for r in RATS: + tr, te = {0: [], 1: []}, {0: [], 1: []} + for c in (0, 1, 2): + idx = np.where((rat == r) & (y3 == c))[0] # already time-ordered + cut = int(len(idx) * 0.7) + b = 1 if c == 2 else 0 + tr[b].extend(idx[:cut]); te[b].extend(idx[cut:]) + + def bal(d): + n = min(len(d[0]), len(d[1])) + return rng.permutation(np.concatenate( + [rng.choice(d[0], n, False), rng.choice(d[1], n, False)])) + out.append((r, bal(tr), bal(te))) + return out + + +def feats(X, idx): + """113 hand features per window (what the linear model / RF use).""" + return np.stack([extract_features(X[j]) for j in idx]) + + +def save_preds(name, rats, probs, labels): + """Save per-test-sample P(pricking) so the ensemble can combine models.""" + PRED_DIR.mkdir(parents=True, exist_ok=True) + np.savez(PRED_DIR / f"{name}.npz", + rat=np.asarray(rats), prob=np.asarray(probs), label=np.asarray(labels)) + + +def load_preds(name): + d = np.load(PRED_DIR / f"{name}.npz") + return d["rat"], d["prob"], d["label"] + + +def report(name, rats, probs, labels): + """Print per-rat and mean accuracy for one model.""" + rats, probs, labels = np.asarray(rats), np.asarray(probs), np.asarray(labels) + pred = (probs >= 0.5).astype(int) + print(f"\n{name} — within-rat, temporal split:") + accs = [] + for r in RATS: + m = rats == r + a = (pred[m] == labels[m]).mean() + accs.append(a) + print(f" RAT{r:<2d}: {a:.3f} ({m.sum()} test)") + print(f" mean over {len(RATS)} rats: {np.mean(accs):.3f} ± {np.std(accs):.3f}") From 2b823c888c21a990b3bd063e3d266a7ecc408b12 Mon Sep 17 00:00:00 2001 From: Trexz14 <55001975+Trexz14@users.noreply.github.com> Date: Mon, 15 Jun 2026 14:01:12 +0200 Subject: [PATCH 5/6] keep first 56 channels for 64-ch files (RAT7); drop stale ArduinoCapDetect refs --- .../Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino | 6 +++--- scripts/Arduino/ArduinoOnDeviceTrain/README.md | 5 ++--- scripts/cap_pipeline/ondevice/build_dataset.py | 4 ++-- scripts/cap_pipeline/ondevice/stream_raw.py | 4 ++-- 4 files changed, 9 insertions(+), 10 deletions(-) diff --git a/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino b/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino index a47101f..4730071 100644 --- a/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino +++ b/scripts/Arduino/ArduinoOnDeviceTrain/ArduinoOnDeviceTrain.ino @@ -1,8 +1,8 @@ /* ArduinoOnDeviceTrain.ino - Same live CAP detection as ArduinoCapDetect.ino, but instead of running a - frozen CNN it TRAINS a small model on-device. Task: pricking vs movement + Detects CAPs live from the streamed nerve signal and TRAINS a small model + on-device (rather than running a frozen one). Task: pricking vs movement (movement = dorsiflexion + plantarflexion). For each detected CAP we extract 113 features, standardise them with running @@ -51,7 +51,7 @@ static void set_led(int phase) { digitalWrite(LEDB, b ? LOW : HIGH); } -// ── Signal processing (same pipeline as ArduinoCapDetect) ──────────────────── +// ── Signal processing (live CAP detection) ─────────────────────────────────── #define N_CH 56 #define N_RINGS 7 #define CIRC_SIZE 150 // >= 100 diff --git a/scripts/Arduino/ArduinoOnDeviceTrain/README.md b/scripts/Arduino/ArduinoOnDeviceTrain/README.md index 04261b0..102d778 100644 --- a/scripts/Arduino/ArduinoOnDeviceTrain/README.md +++ b/scripts/Arduino/ArduinoOnDeviceTrain/README.md @@ -1,9 +1,8 @@ # ArduinoOnDeviceTrain Detects CAPs live from the streamed nerve data and **trains** a small model on -the board (pricking vs movement). Same detection front-end as `ArduinoCapDetect`, -but instead of a frozen CNN it runs our model and does one SGD step per detected -CAP using the label that comes with the stream. +the board (pricking vs movement). It runs the full detection front-end and then +does one SGD step per detected CAP, using the label that comes with the stream. ## Files - `ArduinoOnDeviceTrain.ino` — the sketch (detection + on-device training) diff --git a/scripts/cap_pipeline/ondevice/build_dataset.py b/scripts/cap_pipeline/ondevice/build_dataset.py index db01f4e..b85f0ec 100644 --- a/scripts/cap_pipeline/ondevice/build_dataset.py +++ b/scripts/cap_pipeline/ondevice/build_dataset.py @@ -96,7 +96,7 @@ def _read_rhd(path): try: with open(path, "rb") as f: hdr = _parse_hdr(f); f.seek(hdr["data_start"]) - if hdr["n_amp"] != N_CH: + if hdr["n_amp"] < N_CH: # RAT7 has 64 (extra channels left on) -> keep first 56 return None spb, n_amp = hdr["spb"], hdr["n_amp"] b_ts, b_amp = spb * 4, spb * n_amp * 2 @@ -115,7 +115,7 @@ def _read_rhd(path): return None if not blocks: return None - raw = np.concatenate(blocks, axis=1) + raw = np.concatenate(blocks, axis=1)[:N_CH] # drop any extra channels (RAT7: 64 -> 56) return (0.195 * (raw.astype(np.float32) - 32768.0)).T # (N_samples, N_CH) diff --git a/scripts/cap_pipeline/ondevice/stream_raw.py b/scripts/cap_pipeline/ondevice/stream_raw.py index 44f977e..9f853b3 100644 --- a/scripts/cap_pipeline/ondevice/stream_raw.py +++ b/scripts/cap_pipeline/ondevice/stream_raw.py @@ -146,7 +146,7 @@ def read_rhd_raw(path): try: with open(path, "rb") as f: hdr = _parse_hdr(f); f.seek(hdr["data_start"]) - if hdr["n_amp"] != N_CH: + if hdr["n_amp"] < N_CH: # RAT7 has 64 (extra channels) -> keep first 56 return None spb, n_amp = hdr["spb"], hdr["n_amp"] b_ts, b_amp = spb * 4, spb * n_amp * 2 @@ -165,7 +165,7 @@ def read_rhd_raw(path): return None if not blocks: return None - return np.concatenate(blocks, axis=1).T.copy() # (N, 56) uint16 + return np.concatenate(blocks, axis=1)[:N_CH].T.copy() # drop extras (RAT7 64->56) -> (N, 56) # ───────────────────────────────────────────────── From f9cbe4a3ef86849a4a5a68ed3aed4276b2283142 Mon Sep 17 00:00:00 2001 From: Trexz14 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