{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# MNE / Python: Photodiode trigger-display lag pipeline\n", "\n", "Lead authors: Gayathri Satheesh , Hadi Zaatiti \n", "\n", "This notebook measures, on the KIT system, the delay between the MEG trigger\n", "and the moment a visual stimulus is actually shown on (a) the stimulus-computer\n", "monitor and (b) the PROPixx projector in the MSR. The projector is the ground\n", "truth for *when the participant sees the stimulus*, so its lag is the number to\n", "correct MEG events by.\n", "\n", "The experiment that produced the data is described on the\n", "[Photodiode experiment page](../../../4-meg-experiments-gallery/experiments/psychtoolbox/photodiode.rst).\n", "The MATLAB / FieldTrip version of this same analysis is\n", "[here](../fieldtrip/fieldtrip_kit_photodiode_pipeline.ipynb).\n", "\n", "**Analysis is rise-only**: every lag is measured on the rising (black→white)\n", "edge of the trigger and of each screen. Falling edges are ignored.\n", "\n", "## Contributing\n", "\n", "If you would like to contribute to this Python-based notebook see\n", "[Contribution](../../../1-lab-overview/6-neurowaves-contribution.rst)." ], "id": "mne-cell-00" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Importing data\n", "\n", "The two recordings are hosted on `NYU BOX`; permissions are given upon request.\n", "Set an environment variable `MEG_DATA` to your Box `Data` folder, e.g.\n", "`C:\\Users\\user_name\\Box\\MEG\\Data`. The two continuous KIT files are\n", "`sub-photodiode_01.con` and `sub-photodiode_02.con` (~1 GB each).\n", "\n", "### The swapped-sensitivity design\n", "\n", "The photodiode box has one **LOW-sensitivity** channel and one **HIGH-sensitivity**\n", "channel, wired to fixed MEG channels. The two photodiode heads are **swapped**\n", "between the screens across the two recordings, so each screen is seen once by\n", "each channel:\n", "\n", "| MEG ch | Sensitivity | `_01` screen | `_02` screen |\n", "|---|---|---|---|\n", "| 224 | - (trigger) | trigger | trigger |\n", "| 232 | HIGH | stimulus monitor | projector |\n", "| 233 | LOW | projector | stimulus monitor |\n", "\n", "In MNE these are `MISC 001` (224), `MISC 009` (232) and `MISC 010` (233)." ], "id": "mne-cell-01" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 1 - extract the three channels\n", "\n", "The `.con` files are large, so we stream them once and cache the trigger and\n", "the two photodiode channels to a small `.npz`. Full script:\n", "[extract_channels.py](https://github.com/BioMedicalImaging-Core-NYUAD/neurowaves-lab-documentation/blob/main/pipeline/mne_pipelines/photodiode_pipelines/extract_channels.py)." ], "id": "mne-cell-02" }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "sfreq 1000.0 Hz ; durations 2015 2490 s" ] } ], "source": [ "import mne, numpy as np, os\n", "\n", "DATA = os.path.join(os.environ['MEG_DATA'], 'photo-diode')\n", "KEEP = [224, 232, 233] # trigger, HIGH-sens, LOW-sens\n", "\n", "def extract(con):\n", " raw = mne.io.read_raw_kit(con, preload=False, verbose='error')\n", " sf, n = raw.info['sfreq'], raw.n_times\n", " misc = [i for i,t in enumerate(raw.get_channel_types()) if t in ('misc','stim')]\n", " out = {'sfreq': sf, 'n': n}\n", " for s in range(0, n, 500000): # block-stream, low RAM\n", " d = raw.get_data(picks=misc, start=s, stop=min(s+500000, n))\n", " for k in KEEP:\n", " out.setdefault(f'ch{k}', np.empty(n, np.float32))[s:s+d.shape[1]] = d[misc.index(k)]\n", " return out\n", "\n", "z01 = extract(os.path.join(DATA, 'sub-photodiode_01.con'))\n", "z02 = extract(os.path.join(DATA, 'sub-photodiode_02.con'))\n", "print('sfreq', z01['sfreq'], 'Hz ; durations',\n", " round(z01['n']/z01['sfreq']), round(z02['n']/z02['sfreq']), 's')" ], "id": "mne-cell-03" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 2 - what the signals look like\n", "\n", "The low-sensitivity channel is a clean 1 s boxcar. The **high-sensitivity\n", "channel on the projector resolves the DLP pulse train** - during the 1 s\n", "white block it is a dense burst of ~1-4 ms pulses (~171 per block), not a\n", "boxcar. That is why the high-sensitivity channel is a poor onset detector." ], "id": "mne-cell-04" }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "import matplotlib.pyplot as plt\n", "# overview: full record, one cycle, onset zoom, and the full white block per dataset\n", "# (see analyse_photodiode.py for the plotting code)" ], "id": "mne-cell-05" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 3 - rise-only edge detection\n", "\n", "Rising edges are detected at 50 % of each channel's own [1st, 99th] percentile\n", "range, with a 0.5 s refractory. For the projector on the high-sensitivity\n", "channel the pulse train is first **morphologically closed** so the whole white\n", "window becomes one block and its leading edge (the first projector photons) is\n", "returned. Full helpers:\n", "[photodiode_lib.py](https://github.com/BioMedicalImaging-Core-NYUAD/neurowaves-lab-documentation/blob/main/pipeline/mne_pipelines/photodiode_pipelines/photodiode_lib.py)." ], "id": "mne-cell-06" }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "def rising_edges(x, sf, frac=0.5, refractory_s=0.5):\n", " lo, hi = np.percentile(x, [1, 99])\n", " above = x > lo + frac*(hi-lo)\n", " cand = np.flatnonzero(above[1:] & ~above[:-1]) + 1\n", " keep = [cand[0]]\n", " for i in cand[1:]:\n", " if (i-keep[-1])/sf > refractory_s: keep.append(i)\n", " return np.asarray(keep, int)\n", "\n", "def pair_lag_ms(a, b, sf, tol_s=0.15):\n", " return np.array([(b[np.argmin(np.abs(b-i))]-i)/sf*1000 for i in a\n", " if abs(b[np.argmin(np.abs(b-i))]-i)/sf <= tol_s])" ], "id": "mne-cell-07" }, { "cell_type": "markdown", "metadata": {}, "source": [ "Overlaying 200 trials aligned to the trigger makes the difference obvious:\n", "the **LOW-sensitivity** channel is a clean single-sample step; the\n", "**HIGH-sensitivity** channel is smeared by sub-frame flicker and jitter." ], "id": "mne-cell-08" }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "# onset overlays, low vs high sensitivity, both datasets" ], "id": "mne-cell-09" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 4 - the lags\n", "\n", "Using the clean **low-sensitivity** channel for both screens (projector in\n", "`_01`, stimulus monitor in `_02`):\n", "" ], "id": "mne-cell-10" }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "trigger -> stimulus : +2.046 ms (sd 0.210)\n", "trigger -> projector: +8.358 ms (sd 0.480)\n", "stimulus -> projector: +6.312 ms" ] } ], "source": [ "# trig->screen lag, low-sensitivity channel, both datasets (rise-only)\n", "trig01 = rising_edges(z01['ch224'], sf)\n", "proj = pair_lag_ms(trig01, rising_edges(z01['ch233'], sf), sf) # _01 low = projector\n", "trig02 = rising_edges(z02['ch224'], sf)\n", "stim = pair_lag_ms(trig02, rising_edges(z02['ch233'], sf), sf) # _02 low = stimulus\n", "print(f'trigger -> stimulus : {stim.mean():+.3f} ms (sd {stim.std(ddof=1):.3f})')\n", "print(f'trigger -> projector: {proj.mean():+.3f} ms (sd {proj.std(ddof=1):.3f})')\n", "print(f'stimulus -> projector: {proj.mean()-stim.mean():+.3f} ms')" ], "id": "mne-cell-11" }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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}, "metadata": {} } ], "source": [ "# distributions" ], "id": "mne-cell-12" }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Headline\n", "| Lag (rising edge) | Value | SD | n |\n", "|---|---|---|---|\n", "| trigger 224 → stimulus monitor | **+2.05 ms** | 0.21 | 1000 |\n", "| trigger 224 → projector | **+8.36 ms** | 0.48 | 1000 |\n", "| stimulus monitor → projector | **+6.31 ms** | - | 1000 |\n", "\n", "Both onsets are stable across the session and essentially jitter-free (the\n", "sub-ms SDs are 1 kHz quantisation), so a **constant** correction is exact." ], "id": "mne-cell-13" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 5 - verification\n", "\n", "The numbers were cross-checked with three independent Python detectors\n", "(threshold, sub-sample interpolation, derivative-peak) and an independent\n", "MATLAB / FieldTrip pipeline. All agree, and **stimulus→projector = 6.31 ms\n", "in every method** (it is independent of the trigger criterion because both\n", "onsets share the trigger reference)." ], "id": "mne-cell-14" }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "output_type": "display_data", "data": { "image/png": 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" }, "metadata": {} } ], "source": [ "# 4-method cross-validation" ], "id": "mne-cell-15" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Step 6 - correcting MEG events\n", "\n", "The projector is the ground truth for stimulus visibility, and the trigger\n", "precedes it by a stable +8.36 ms. Shift events later by that amount before\n", "epoching. Full helper:\n", "[apply_correction.py](https://github.com/BioMedicalImaging-Core-NYUAD/neurowaves-lab-documentation/blob/main/pipeline/mne_pipelines/photodiode_pipelines/apply_correction.py)." ], "id": "mne-cell-16" }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from apply_correction import correct_events, PROJECTOR_MS # 8.36 ms\n", "\n", "raw = mne.io.read_raw_kit('sub-XX_task.con', preload=True)\n", "events = mne.find_events(raw, stim_channel='MISC 001') # trigger 224\n", "events = correct_events(events, raw.info['sfreq'], PROJECTOR_MS) # shift +8.36 ms\n", "epochs = mne.Epochs(raw, events, tmin=-0.2, tmax=0.8, baseline=(None, 0))" ], "id": "mne-cell-17" }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Notes\n", "\n", "- +8.36 ms is the correction for a stimulus at the **top** of the screen (where\n", " the photodiode patch sits). A stimulus lower down is seen later by the raster\n", " scan time to that row; put the patch at the height you care about, or record a\n", " projector photodiode live for per-trial correction.\n", "- The ~6 ms projector-minus-monitor gap is the PROPixx DLP pipeline latency;\n", " the ~2 ms is the monitor's response + input lag. Neither is reducible in the\n", " PsychToolbox code." ], "id": "mne-cell-18" } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "name": "python", "version": "3.12.2", "mimetype": "text/x-python", "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "nbconvert_exporter": "python", "pygments_lexer": "ipython3" }, "nbsphinx": { "execute": "never" } }, "nbformat": 4, "nbformat_minor": 5 }