diff --git a/examples/example_ress.ipynb b/examples/example_ress.ipynb index b26eab6f..43464ca2 100644 --- a/examples/example_ress.ipynb +++ b/examples/example_ress.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": { "collapsed": false }, @@ -15,30 +15,47 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "\n# Rhythmic Entrainment Source Separation (RESS) example\n\nFind the linear combinations of multichannel data that maximize the\nsignal-to-noise ratio of the narrow-band steady-state response in the frequency\ndomain.\n\nUses `meegkit.RESS()`.\n" + "\n", + "# Rhythmic Entrainment Source Separation (RESS) example\n", + "\n", + "Find the linear combinations of multichannel data that maximize the\n", + "signal-to-noise ratio of the narrow-band steady-state response in the frequency\n", + "domain.\n", + "\n", + "Uses `meegkit.RESS()`.\n" ] }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 2, "metadata": { "collapsed": false }, "outputs": [], "source": [ - "import matplotlib.pyplot as plt\nimport numpy as np\nimport scipy.signal as ss\nfrom meegkit import ress\nfrom meegkit.utils import fold, matmul3d, rms, snr_spectrum, unfold\n\n# import config\n\nnp.random.seed(1)" + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "import scipy.signal as ss\n", + "from meegkit import ress\n", + "from meegkit.utils import fold, matmul3d, rms, snr_spectrum, unfold\n", + "\n", + "# import config\n", + "\n", + "np.random.seed(1)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Create synthetic data\nCreate synthetic data containing a single oscillatory component at 12 hz.\n\n" + "## Create synthetic data\n", + "Create synthetic data containing a single oscillatory component at 12 hz.\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": { "collapsed": false }, @@ -47,11 +64,11 @@ "output_type": "execute_result", "data": { "text/plain": [ - "" + "" ] }, "metadata": {}, - "execution_count": 2 + "execution_count": 3 }, { "output_type": "display_data", @@ -69,19 +86,55 @@ } ], "source": [ - "n_times = 1000\nn_chans = 10\nn_trials = 30\ntarget = 12\nsfreq = 250\nnoise_dim = 8\nSNR = .2\nt0 = 100\n\n# source\nsource = np.sin(2 * np.pi * target * np.arange(n_times - t0) / sfreq)[None].T\ns = source * np.random.randn(1, n_chans)\ns = s[:, :, np.newaxis]\ns = np.tile(s, (1, 1, n_trials))\nsignal = np.zeros((n_times, n_chans, n_trials))\nsignal[t0:, :, :] = s\n\n# noise\nnoise = np.dot(\n unfold(np.random.randn(n_times, noise_dim, n_trials)),\n np.random.randn(noise_dim, n_chans))\nnoise = fold(noise, n_times)\n\n# mix signal and noise\nsignal = SNR * signal / rms(signal.flatten())\nnoise = noise / rms(noise.flatten())\ndata = signal + noise\n\n# Plot\nf, ax = plt.subplots(3)\nax[0].plot(signal[:, 0, 0], c='C0', label='source')\nax[1].plot(noise[:, 1, 0], c='C1', label='noise')\nax[2].plot(data[:, 1, 0], c='C2', label='mixture')\nax[0].legend()\nax[1].legend()\nax[2].legend()" + "n_times = 1000\n", + "n_chans = 10\n", + "n_trials = 30\n", + "target = 12\n", + "sfreq = 250\n", + "noise_dim = 8\n", + "SNR = .2\n", + "t0 = 100\n", + "\n", + "# source\n", + "source = np.sin(2 * np.pi * target * np.arange(n_times - t0) / sfreq)[None].T\n", + "s = source * np.random.randn(1, n_chans)\n", + "s = s[:, :, np.newaxis]\n", + "s = np.tile(s, (1, 1, n_trials))\n", + "signal = np.zeros((n_times, n_chans, n_trials))\n", + "signal[t0:, :, :] = s\n", + "\n", + "# noise\n", + "noise = np.dot(\n", + " unfold(np.random.randn(n_times, noise_dim, n_trials)),\n", + " np.random.randn(noise_dim, n_chans))\n", + "noise = fold(noise, n_times)\n", + "\n", + "# mix signal and noise\n", + "signal = SNR * signal / rms(signal.flatten())\n", + "noise = noise / rms(noise.flatten())\n", + "data = signal + noise\n", + "\n", + "# Plot\n", + "f, ax = plt.subplots(3)\n", + "ax[0].plot(signal[:, 0, 0], c='C0', label='source')\n", + "ax[1].plot(noise[:, 1, 0], c='C1', label='noise')\n", + "ax[2].plot(data[:, 1, 0], c='C2', label='mixture')\n", + "ax[0].legend()\n", + "ax[1].legend()\n", + "ax[2].legend()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "## Enhance oscillatory activity using RESS\n\n" + "## Enhance oscillatory activity using RESS\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": { "collapsed": false }, @@ -94,13 +147,13 @@ ] }, "metadata": {}, - "execution_count": 3 + "execution_count": 4 }, { "output_type": "display_data", "data": { "text/plain": "
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\n" 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\n" }, "metadata": { "image/png": { @@ -112,19 +165,39 @@ } ], "source": [ - "# Apply RESS\nout, maps = ress.RESS(data, sfreq=sfreq, peak_freq=target, return_maps=True)\n\n# Compute PSD\nnfft = 250\ndf = sfreq / nfft # frequency resolution\nbins, psd = ss.welch(out.squeeze(1), sfreq, window=\"hamming\", nperseg=nfft,\n noverlap=125, axis=0)\npsd = psd.mean(axis=1, keepdims=True) # average over trials\nsnr = snr_spectrum(psd, bins, skipbins=2, n_avg=2)\n\nf, ax = plt.subplots(1)\nax.plot(bins, snr, 'o', label='SNR')\nax.plot(bins[bins == target], snr[bins == target], 'ro', label='Target SNR')\nax.axhline(1, ls=':', c='grey', zorder=0)\nax.axvline(target, ls=':', c='grey', zorder=0)\nax.set_ylabel('SNR (a.u.)')\nax.set_xlabel('Frequency (Hz)')\nax.set_xlim([0, 40])" + "# Apply RESS\n", + "out, maps, _ = ress.RESS(data, sfreq=sfreq, peak_freq=target, return_maps=True)\n", + "\n", + "# Compute PSD\n", + "nfft = 250\n", + "df = sfreq / nfft # frequency resolution\n", + "bins, psd = ss.welch(out.squeeze(1), sfreq, window=\"hamming\", nperseg=nfft,\n", + " noverlap=125, axis=0)\n", + "psd = psd.mean(axis=1, keepdims=True) # average over trials\n", + "snr = snr_spectrum(psd, bins, skipbins=2, n_avg=2)\n", + "\n", + "f, ax = plt.subplots(1)\n", + "ax.plot(bins, snr, 'o', label='SNR')\n", + "ax.plot(bins[bins == target], snr[bins == target], 'ro', label='Target SNR')\n", + "ax.axhline(1, ls=':', c='grey', zorder=0)\n", + "ax.axvline(target, ls=':', c='grey', zorder=0)\n", + "ax.set_ylabel('SNR (a.u.)')\n", + "ax.set_xlabel('Frequency (Hz)')\n", + "ax.set_xlim([0, 40])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Project components back into sensor space to see the effects of RESS on the\naverage SSVEP.\n\n" + "Project components back into sensor space to see the effects of RESS on the\n", + "average SSVEP.\n", + "\n" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 5, "metadata": { "collapsed": false }, @@ -133,7 +206,7 @@ "output_type": "display_data", "data": { "text/plain": "
", - "image/png": 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\n" + "image/png": 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}, "metadata": { "image/png": { @@ -145,15 +218,20 @@ } ], "source": [ - "proj = matmul3d(out, maps.T)\nf, ax = plt.subplots(n_chans, 2, sharey='col')\nfor c in range(n_chans):\n ax[c, 0].plot(data[:, c].mean(-1), lw=.5)\n ax[c, 1].plot(proj[:, c].mean(-1), lw=.5)\n ax[c, 0].set_ylabel(f'ch{c}')\n if c < n_chans:\n ax[c, 0].set_xticks([])\n ax[c, 1].set_xticks([])\n\nax[0, 0].set_title('Trial average (before)')\nax[0, 1].set_title('Trial average (after)')\nplt.show()" + "proj = matmul3d(out, maps)\n", + "f, ax = plt.subplots(n_chans, 2, sharey='col')\n", + "for c in range(n_chans):\n", + " ax[c, 0].plot(data[:, c].mean(-1), lw=.5)\n", + " ax[c, 1].plot(proj[:, c].mean(-1), lw=.5)\n", + " ax[c, 0].set_ylabel(f'ch{c}')\n", + " if c < n_chans:\n", + " ax[c, 0].set_xticks([])\n", + " ax[c, 1].set_xticks([])\n", + "\n", + "ax[0, 0].set_title('Trial average (before)')\n", + "ax[0, 1].set_title('Trial average (after)')\n", + "plt.show()" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -172,7 +250,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.7-final" + "version": "3.7.7" } }, "nbformat": 4, diff --git a/examples/example_ress.py b/examples/example_ress.py index ff80fcf8..903de7e5 100644 --- a/examples/example_ress.py +++ b/examples/example_ress.py @@ -65,7 +65,7 @@ # ----------------------------------------------------------------------------- # Apply RESS -out, maps = ress.RESS(data, sfreq=sfreq, peak_freq=target, return_maps=True) +out, maps, _ = ress.RESS(data, sfreq=sfreq, peak_freq=target, return_maps=True) # Compute PSD nfft = 250 @@ -88,7 +88,7 @@ # Project components back into sensor space to see the effects of RESS on the # average SSVEP. -proj = matmul3d(out, maps.T) +proj = matmul3d(out, maps) f, ax = plt.subplots(n_chans, 2, sharey='col') for c in range(n_chans): ax[c, 0].plot(data[:, c].mean(-1), lw=.5) diff --git a/meegkit/ress.py b/meegkit/ress.py index fa037b06..cdd8f022 100644 --- a/meegkit/ress.py +++ b/meegkit/ress.py @@ -7,7 +7,7 @@ def RESS(X, sfreq: int, peak_freq: float, neig_freq: float = 1, peak_width: float = .5, neig_width: float = 1, n_keep: int = 1, - return_maps: bool = False, show: bool = False): + return_maps: bool = False): """Rhythmic entrainment source separation [1]_. Parameters @@ -28,24 +28,35 @@ def RESS(X, sfreq: int, peak_freq: float, neig_freq: float = 1, n_keep : int Number of components to keep (default=1). -1 keeps all components. return_maps : bool - If True, also output maps (mixing matrix). + If True, also output mixing (to_ress) and unmixing matrices + (from_ress), used to transform the data into RESS component space and + back into sensor space, respectively. Returns ------- out : array, shape=(n_samples, n_keep, n_trials) RESS time series. - maps : array, shape=(n_channels, n_keep) - If return_maps is True, also output mixing matrix. + from_ress : array, shape=(n_components, n_channels) + Unmixing matrix (projects to sensor space). + to_ress : array, shape=(n_channels, n_components) + Mixing matrix (projects to component space). - Notes - ----- + Examples + -------- To project the RESS components back into sensor space, one can proceed as - follows. First apply RESS: - >> out, maps = ress.RESS(data, sfreq, peak_freq, return_maps=True) - - Then multiply each trial by the mixing matrix: - >> from meegkit.utils import matmul3d - >> proj = matmul3d(out, maps.T) + follows: + >>> # First apply RESS + >>> from meegkit.utils import matmul3d # handles 3D matrix multiplication + >>> out, fromRESS, _ = ress.RESS(data, sfreq, peak_freq, return_maps=True) + >>> # Then matrix multiply each trial by the unmixing matrix: + >>> proj = matmul3d(out, fromRESS) + + To transform a new observation into RESS component space (e.g. in the + context of a cross-validation, with separate train/test sets): + >>> # Start by applying RESS to the train set: + >>> out, _, toRESS = ress.RESS(data, sfreq, peak_freq, return_maps=True) + >>> # Then multiply your test data by the toRESS: + >>> new_comp = new_data @ toRESS References ---------- @@ -68,36 +79,38 @@ def RESS(X, sfreq: int, peak_freq: float, neig_freq: float = 1, c1, _ = tscov(gaussfilt(X, sfreq, peak_freq, fwhm=peak_width, n_harm=1)) # perform generalized eigendecomposition - d, V = linalg.eig(c1, (c01 + c02) / 2) + d, to_ress = linalg.eig(c1, (c01 + c02) / 2) d = d.real - V = V.real + to_ress = to_ress.real # Sort eigenvectors by decreasing eigenvalues idx = np.argsort(d)[::-1] d = d[idx] - V = V[:, idx] + to_ress = to_ress[:, idx] # Truncate weak components # if thresh is not None: # idx = np.where(d / d.max() > thresh)[0] # d = d[idx] - # V = V[:, idx] + # to_ress = to_ress[:, idx] + + # Normalize components (yields mixing matrix) + to_ress /= np.sqrt(np.sum(to_ress, axis=0) ** 2) + to_ress = to_ress[:, np.arange(n_keep)] - # Normalize components - V /= np.sqrt(np.sum(V, axis=0) ** 2) + # Compute unmixing matrix + from_ress = mrdivide(c1 @ to_ress, to_ress.T @ c1 @ to_ress).T + from_ress = from_ress[:n_keep, :] - # extract components - maps = mrdivide(c1 @ V, V.T @ c1 @ V) - maps = maps[:, :n_keep] - # idx = np.argmax(np.abs(maps[:, 0])) # find biggest component - # maps = maps * np.sign(maps[idx, 0]) # force to positive sign + # idx = np.argmax(np.abs(from_ress[:, 0])) # find biggest component + # from_ress = from_ress * np.sign(from_ress[idx, 0]) # force positive sign - # reconstruct RESS component time series + # Output `n_keep` RESS component time series out = np.zeros((n_samples, n_keep, n_trials)) for t in range(n_trials): - out[..., t] = X[:, :, t] @ V[:, np.arange(n_keep)] + out[..., t] = X[:, :, t] @ to_ress if return_maps: - return out, maps + return out, from_ress, to_ress else: return out diff --git a/tests/test_ress.py b/tests/test_ress.py index 395dd362..0bbad244 100644 --- a/tests/test_ress.py +++ b/tests/test_ress.py @@ -3,8 +3,9 @@ import numpy as np import pytest import scipy.signal as ss +from scipy.linalg import pinv from meegkit import ress -from meegkit.utils import fold, rms, unfold, snr_spectrum, matmul3d +from meegkit.utils import fold, matmul3d, rms, snr_spectrum, unfold def create_data(n_times, n_chans=10, n_trials=20, freq=12, sfreq=250, @@ -50,18 +51,24 @@ def create_data(n_times, n_chans=10, n_trials=20, freq=12, sfreq=250, @pytest.mark.parametrize('target', [12, 15, 20]) -@pytest.mark.parametrize('n_trials', [16, 20]) +@pytest.mark.parametrize('n_trials', [16]) @pytest.mark.parametrize('peak_width', [.5, 1]) -@pytest.mark.parametrize('neig_width', [.5, 1]) -@pytest.mark.parametrize('neig_freq', [.5, 1]) +@pytest.mark.parametrize('neig_width', [1]) +@pytest.mark.parametrize('neig_freq', [1]) def test_ress(target, n_trials, peak_width, neig_width, neig_freq, show=False): """Test RESS.""" sfreq = 250 - data, source = create_data(n_times=1000, n_trials=n_trials, freq=target, - sfreq=sfreq, show=False) - - out = ress.RESS(data, sfreq=sfreq, peak_freq=target, neig_freq=neig_freq, - peak_width=peak_width, neig_width=neig_width) + n_keep = 1 + n_chans = 10 + n_times = 1000 + data, source = create_data(n_times=n_times, n_trials=n_trials, + n_chans=n_chans, freq=target, sfreq=sfreq, + show=False) + + out = ress.RESS( + data, sfreq=sfreq, peak_freq=target, neig_freq=neig_freq, + peak_width=peak_width, neig_width=neig_width, n_keep=n_keep + ) nfft = 500 bins, psd = ss.welch(out.squeeze(1), sfreq, window="boxcar", @@ -96,14 +103,14 @@ def test_ress(target, n_trials, peak_width, neig_width, neig_freq, show=False): assert (snr[(bins <= target - 2) | (bins >= target + 2)] < 2).all() # test multiple components - out, maps = ress.RESS(data, sfreq=sfreq, peak_freq=target, - neig_freq=neig_freq, peak_width=peak_width, - neig_width=neig_width, n_keep=1, return_maps=True) - _ = ress.RESS(data, sfreq=sfreq, peak_freq=target, n_keep=2) - _ = ress.RESS(data, sfreq=sfreq, peak_freq=target, n_keep=-1) + out, fromress, toress = ress.RESS( + data, sfreq=sfreq, peak_freq=target, neig_freq=neig_freq, + peak_width=peak_width, neig_width=neig_width, n_keep=n_keep, + return_maps=True + ) - proj = matmul3d(out, maps.T) - assert proj.shape == data.shape + proj = matmul3d(out, fromress) + assert proj.shape == (n_times, n_chans, n_trials) if show: f, ax = plt.subplots(data.shape[1], 2, sharey='col') @@ -117,9 +124,36 @@ def test_ress(target, n_trials, peak_width, neig_width, neig_freq, show=False): ax[0, 0].set_title('Before') ax[0, 1].set_title('After') plt.legend() + + # 2 comps + _ = ress.RESS( + data, sfreq=sfreq, peak_freq=target, n_keep=2 + ) + + # All comps + out, fromress, toress = ress.RESS( + data, sfreq=sfreq, peak_freq=target, n_keep=-1, return_maps=True + ) + + if show: + # Inspect mixing/unmixing matrices + combined_data = np.array([toress, fromress, pinv(toress)]) + _max = np.amax(combined_data) + + f, ax = plt.subplots(3) + ax[0].imshow(toress, label='toRESS') + ax[0].set_title('toRESS') + ax[1].imshow(fromress, label='fromRESS', vmin=-_max, vmax=_max) + ax[1].set_title('fromRESS') + ax[2].imshow(pinv(toress), vmin=-_max, vmax=_max) + ax[2].set_title('toRESS$^{-1}$') + plt.tight_layout() plt.show() + print(np.sum(np.abs(pinv(toress) - fromress) >= .1)) + + if __name__ == '__main__': import pytest pytest.main([__file__]) - # test_ress(12, 20, show=True) + # test_ress(12, 20, 1, 1, 1, show=True)