{ "cells": [ { "cell_type": "markdown", "id": "viz-01", "metadata": {}, "source": "# Visualize neural recordings\n\nVneuroTK's `viz` extra provides Matplotlib plots of stimulus timing and neural activity. It is separate from `vneurotk.vision`, which extracts representations with deep neural network (DNN) vision models.\n\n**Prerequisites:** install VneuroTK with the visualization and notebook extras, for example `uv add \"vneurotk[viz,notebook]\"`. This guide is offline and uses deterministic synthetic data." }, { "cell_type": "markdown", "id": "viz-02", "metadata": {}, "source": [ "## Plot continuous data with `BaseData.plot`\n", "\n", "Create a sampled recording, configure stimulus onsets, and ask the data object to build the standard two-panel figure. The upper panel shows trial labels and relative trial time; the lower panel is a channel-by-time heatmap." ] }, { "cell_type": "code", "execution_count": 1, "id": "viz-03", "metadata": { "execution": { "iopub.execute_input": "2026-08-02T13:11:10.427507Z", "iopub.status.busy": "2026-08-02T13:11:10.427128Z", "iopub.status.idle": "2026-08-02T13:11:12.200143Z", "shell.execute_reply": "2026-08-02T13:11:12.199628Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import numpy as np\n", "from loguru import logger\n", "\n", "import vneurotk as vtk\n", "\n", "logger.remove()\n", "\n", "t = np.arange(400) / 100.0\n", "continuous_neuro = np.column_stack(\n", " [\n", " np.sin(2 * np.pi * 2 * t),\n", " np.cos(2 * np.pi * 3 * t),\n", " 0.6 * np.sin(2 * np.pi * 5 * t + 0.4),\n", " np.exp(-(((t - 2.2) / 0.35) ** 2)),\n", " ]\n", ")\n", "continuous = vtk.BaseData.for_continuous(\n", " continuous_neuro,\n", " neuro_info={\"ch_names\": [\"V1\", \"V2\", \"V3\", \"V4\"], \"sfreq\": 100.0},\n", ")\n", "continuous.configure(\n", " stim_ids=[\"grating\", \"checkerboard\"],\n", " vision_onsets=np.array([100, 260]),\n", " trial_window=[-20, 60],\n", ")\n", "\n", "continuous_figure = continuous.plot(window=(0, 400), figsize=(8, 4))\n", "continuous_figure" ] }, { "cell_type": "markdown", "id": "viz-04", "metadata": {}, "source": [ "`window=(0, 400)` uses **integer sample indices**. Non-integral real bounds use **seconds**, so `window=(0.8, 2.0)` selects the same kind of interval in physical time. Keep the numeric types intentional: `2` means sample 2, while `2.0` means 2 seconds." ] }, { "cell_type": "code", "execution_count": 2, "id": "viz-05", "metadata": { "execution": { "iopub.execute_input": "2026-08-02T13:11:12.203711Z", "iopub.status.busy": "2026-08-02T13:11:12.203475Z", "iopub.status.idle": "2026-08-02T13:11:12.741661Z", "shell.execute_reply": "2026-08-02T13:11:12.740814Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "seconds_figure = continuous.plot(window=(0.8, 2.0), figsize=(7, 3.5))\n", "seconds_figure" ] }, { "cell_type": "markdown", "id": "viz-06", "metadata": {}, "source": [ "## Plot pre-epoched data\n", "\n", "`BaseData.plot` also accepts `epochs` mode. It flattens the trial and time axes for display while preserving each trial's configured onset and label." ] }, { "cell_type": "code", "execution_count": 3, "id": "viz-07", "metadata": { "execution": { "iopub.execute_input": "2026-08-02T13:11:12.743442Z", "iopub.status.busy": "2026-08-02T13:11:12.743301Z", "iopub.status.idle": "2026-08-02T13:11:13.259432Z", "shell.execute_reply": "2026-08-02T13:11:13.258780Z" } }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "epoch_time = np.arange(80) / 100.0\n", "base_epoch = np.column_stack(\n", " [\n", " np.sin(2 * np.pi * 4 * epoch_time),\n", " np.cos(2 * np.pi * 6 * epoch_time),\n", " np.exp(-(((epoch_time - 0.35) / 0.08) ** 2)),\n", " ]\n", ")\n", "epoch_neuro = np.stack([base_epoch, 0.8 * base_epoch, 1.2 * base_epoch])\n", "epochs = vtk.BaseData.for_epochs(\n", " epoch_neuro,\n", " neuro_info={\"ch_names\": [\"occipital\", \"temporal\", \"parietal\"], \"sfreq\": 100.0},\n", ")\n", "epochs.configure(\n", " stim_ids=[\"face\", \"object\", \"face\"],\n", " vision_onsets=np.array([20, 20, 20]),\n", ")\n", "\n", "epoch_figure = epochs.plot(window=(0, 240), figsize=(8, 4))\n", "epoch_figure" ] }, { "cell_type": "markdown", "id": "viz-08", "metadata": {}, "source": [ "## Call `vneurotk.viz.plot_data` directly\n", "\n", "Use the lower-level function when arrays are not wrapped in `BaseData`. `neuro` must be samples by channels, and `visual` must provide one stimulus label (or `None`) per sample." ] }, { "cell_type": "code", "execution_count": 4, "id": "viz-09", "metadata": { "execution": { "iopub.execute_input": "2026-08-02T13:11:13.260786Z", "iopub.status.busy": "2026-08-02T13:11:13.260655Z", "iopub.status.idle": "2026-08-02T13:11:13.786747Z", "shell.execute_reply": "2026-08-02T13:11:13.785982Z" } }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "labels = np.full(len(t), None, dtype=object)\n", "labels[100:160] = \"grating\"\n", "labels[260:320] = \"checkerboard\"\n", "\n", "direct_figure = vtk.viz.plot_data(\n", " neuro=continuous_neuro,\n", " visual=labels,\n", " sfreq=100.0,\n", " window=(80, 200),\n", " figsize=(7, 3.5),\n", " cmap_neuro=\"Blues\",\n", " color_offtime=\"0.35\",\n", ")\n", "direct_figure" ] }, { "cell_type": "markdown", "id": "viz-10", "metadata": {}, "source": "## Figure ownership and supported data\n\nBoth APIs create and return a Matplotlib `Figure`; the caller owns it. Keep the return value to annotate or save it, and call `plt.close(figure)` when a script no longer needs it. Notebook display keeps these figures open so their committed PNG output remains visible.\n\nVisualization is limited to recordings with a time axis: continuous and epoched data. `patterns` mode contains aggregated rows rather than time samples, so `BaseData.plot()` rejects it.\n\n## Related documentation\n\n- {doc}`Build neural data `\n- {doc}`Complete evoked-response example <../example_ipynb/viz>`\n- [Visualization API](../api/viz.md)\n- {doc}`DNN vision model usage `" } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.13.13" } }, "nbformat": 4, "nbformat_minor": 5 }