diff --git a/examples/machine_learning/53_constrained_ICA_example.ipynb b/examples/machine_learning/53_constrained_ICA_example.ipynb index f39f961e..a7a3f909 100644 --- a/examples/machine_learning/53_constrained_ICA_example.ipynb +++ b/examples/machine_learning/53_constrained_ICA_example.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "0", "metadata": {}, "outputs": [], @@ -19,7 +19,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "1", "metadata": {}, "outputs": [], @@ -31,7 +31,7 @@ "import scipy as sp\n", "import xarray as xr\n", "from cedalion import units\n", - "from cedalion.sigdecomp.multimodal import arc_ebm, arc_erbm\n", + "from cedalion.sigdecomp.multimodal import arc_ebm, arsc_erbm\n", "import cedalion.data" ] }, @@ -40,11 +40,11 @@ "id": "2", "metadata": {}, "source": [ - "# Constrained Independent Component Analysis (ICA)\n", + "# Spectrally Constrained Independent Component Analysis \n", "\n", - "In this notebook, we demonstrate how constrained ICA methods can be applied to separate physiological sources from resting-state fNIRS data using auxiliary measurements. Specifically, we focus on adaptive-reverse constrained ICA-ERBM (arc-ERBM) and adaptive-reverse constrained ICA-EBM (arc-EBM).\n", + "In this notebook, we demonstrate how constrained ICA methods can be applied to separate physiological sources from resting-state fNIRS data using auxiliary measurements. Specifically, we focus on adaptive-reverse spectrally constrained ICA-ERBM (arsc-ERBM) and adaptive-reverse spectrally constrained ICA-EBM (arsc-EBM).\n", "\n", - "arc-ERBM and arc-EBM are constrained versions of the methods [Independent Component Analysis by Entropy Rate Bound Minimization](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6845364) (ICA-ERBM) and [by Entropy Bound Minimization](https://ieeexplore.ieee.org/abstract/document/5499122) (ICA-EBM). The general assumption in [Independent Component Analysis](https://en.wikipedia.org/wiki/Independent_component_analysis) is that the dataset $X \\in \\mathbb R^{N\\times T}$, with $N$ channels and $T$ sample points, is generated from a set of independent latent sources $S \\in \\mathbb R^{N\\times T}$, mixed by an unknown mixing matrix $A \\in \\mathbb R^{N \\times N}$.\n", + "arsc-ERBM and arsc-EBM are constrained versions of the methods [Independent Component Analysis by Entropy Rate Bound Minimization](https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6845364) (ICA-ERBM) and [by Entropy Bound Minimization](https://ieeexplore.ieee.org/abstract/document/5499122) (ICA-EBM). The general assumption in [Independent Component Analysis](https://en.wikipedia.org/wiki/Independent_component_analysis) is that the dataset $X \\in \\mathbb R^{N\\times T}$, with $N$ channels and $T$ sample points, is generated from a set of independent latent sources $S \\in \\mathbb R^{N\\times T}$, mixed by an unknown mixing matrix $A \\in \\mathbb R^{N \\times N}$.\n", "\n", "$$\n", "X = A \\cdot S.\n", @@ -52,7 +52,7 @@ "\n", "ICA methods aim to undo this mixing by determining a demixing matrix $W \\in \\mathbb{R}^{N \\times N}$, such that the estimated underlying sources $Y = W \\cdot X$ are maximally independent. The optimization of the demixing matrix is based on minimizing the mutual information $I$ in the case of ICA-EBM, and the mutual information rate $I_r$ in the case of ICA-ERBM. In both methods, this is done by minimizing a cost function $J$ that is equivalent to either $I$ or $I_r$ for each row vector $w_n$, $n = 1, ..., N$.\n", "\n", - "In the constrained methods arc-EBM and arc-ERBM, we assume that there are $M \\leq N$ reference signals $r_n$, $n = 1, ..., M$, that correspond to $M$ latent sources. For each source estimate $y_n = w_n^T X$ that corresponds to a reference signal, the minimization of the cost function $J$ is extended through a constraint that uses a reference signal $r_n$:\n", + "In the constrained methods arsc-EBM and arsc-ERBM, we assume that there are $M \\leq N$ reference signals $r_n$, $n = 1, ..., M$, that correspond to $M$ latent sources. For each source estimate $y_n = w_n^T X$ that corresponds to a reference signal, the minimization of the cost function $J$ is extended through a constraint that uses a reference signal $r_n$:\n", "\n", "$$\n", "\\min_{w_n} J(w_n) \\quad \\text{s.t.} \\quad \\varepsilon(r_n, y_n) \\geq \\rho_n\n", @@ -76,7 +76,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "4", "metadata": {}, "outputs": [], @@ -99,10 +99,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "5", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot three middle distance channels\n", "fig, ax = plt.subplots(3, 1, sharex=True, figsize=(10, 5))\n", @@ -112,7 +123,7 @@ " ax[i].set_title(f\"Channel {ch}\")\n", "\n", "ax[0].legend()\n", - "ax[2].set_xlim(2400,2500)\n", + "ax[2].set_xlim(2400,2480)\n", "ax[2].set_xlabel(\"Time (seconds)\")\n", "plt.tight_layout()" ] @@ -127,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "7", "metadata": {}, "outputs": [], @@ -148,7 +159,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "9", "metadata": {}, "outputs": [], @@ -177,7 +188,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "11", "metadata": {}, "outputs": [], @@ -213,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "13", "metadata": {}, "outputs": [], @@ -238,10 +249,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "15", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/opt/miniconda3/envs/cedalion/lib/python3.11/site-packages/xarray/core/variable.py:315: UnitStrippedWarning: The unit of the quantity is stripped when downcasting to ndarray.\n", + " data = np.asarray(data)\n" + ] + } + ], "source": [ "# Apply high-pass filter\n", "y_filt = fnirs_con.cd.freq_filter(fmin= 0.01, fmax= 0, butter_order=4)\n", @@ -271,7 +291,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "17", "metadata": {}, "outputs": [], @@ -322,7 +342,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "19", "metadata": {}, "outputs": [], @@ -334,10 +354,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "20", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot the data and the auxiliary signal\n", "fig, ax = plt.subplots(2, 1, figsize=(10, 5))\n", @@ -365,7 +396,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "22", "metadata": {}, "outputs": [], @@ -377,17 +408,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "23", "metadata": {}, "outputs": [], "source": [ - "# Set the filter length for arc-ERBM \n", + "# Set the filter length for arsc-ERBM\n", "p = 11\n", "\n", "# Apply ICA methods \n", - "W1 = arc_erbm.arc_erbm(data, ref_psd.T, p)\n", - "W2 = arc_erbm.arc_erbm(data, ref_psd.T, p, ref.T)\n", + "W1 = arsc_erbm.arsc_erbm(data, ref_psd.T, p)\n", + "W2 = arsc_erbm.arsc_erbm(data, ref_psd.T, p, ref.T)\n", + "\n", + "# We call arsc-EBM through the arc-EBM function, specifying the constraint type as \"psd\"\n", "W3 = arc_ebm.arc_ebm(data, ref_psd.T, 'psd')" ] }, @@ -403,38 +436,49 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "25", "metadata": {}, "outputs": [], "source": [ "# Compute the estimated sources\n", - "source_arc_erbm = W1[0].dot(data)\n", - "source_arc_erbm_pr = W2[0].dot(data)\n", - "source_arc_ebm = W3[0].dot(data)\n", + "source_arsc_erbm = W1[0].dot(data)\n", + "source_arsc_erbm_pr = W2[0].dot(data)\n", + "source_arsc_ebm = W3[0].dot(data)\n", "\n", "# z-transform the estimated sources\n", - "source_arc_erbm = sp.stats.zscore(source_arc_erbm)\n", - "source_arc_erbm_pr = sp.stats.zscore(source_arc_erbm_pr)\n", - "source_arc_ebm = sp.stats.zscore(source_arc_ebm)" + "source_arsc_erbm = sp.stats.zscore(source_arsc_erbm)\n", + "source_arsc_erbm_pr = sp.stats.zscore(source_arsc_erbm_pr)\n", + "source_arsc_ebm = sp.stats.zscore(source_arsc_ebm)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "26", "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Plot source estimates and reference signal\n", "fig, ax = plt.subplots(3, 1, figsize=(10, 7))\n", "\n", - "estimates = [source_arc_erbm, source_arc_erbm_pr, source_arc_ebm]\n", - "labels = ['arc-ERBM estimate', 'arc-ERBM (PR) estimate', 'arc-EBM estimate']\n", + "estimates = [source_arsc_erbm, source_arsc_erbm_pr, source_arsc_ebm]\n", + "labels = ['arsc-ERBM estimate', 'arsc-ERBM-PR estimate', 'arsc-EBM estimate']\n", "for i in range(3):\n", " # Compute peak cross correlation for +/- 2 seconds lag \n", " lags = np.arange(-15, 16, 1)\n", @@ -470,10 +514,50 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "28", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "

Methods used

[1]Tucker2022cedalion.io.snirf.read_snirfStephen Tucker, Jay Dubb, Sreekanth Kura, Alexander von Lühmann, Robert Franke, Jörn M. Horschig, Samuel Powell, Robert Oostenveld, Michael Lührs, Édouard Delaire, Zahra M. Aghajan, Hanseok Yun, Meryem A. Yücel, Qianqian Fang, Theodore J. Huppert, Blaise deB. Frederick, Luca Pollonini, David A. Boas, and Robert Luke.\n", + "Introduction to the shared near infrared spectroscopy format.\n", + "Neurophotonics, 10(1):013507, 2022.\n", + "doi:10.1117/1.NPh.10.1.013507.
[2]Delpy1988cedalion.nirs.cw.int2od, cedalion.nirs.cw.od2concD. T. Delpy, M. Cope, P. van der Zee, S. Arridge, S. Wray, and J. Wyatt.\n", + "Estimation of optical pathlength through tissue from direct time of flight measurement.\n", + "Physics in Medicine and Biology, 33(12):1433–1442, 1988.\n", + "doi:10.1088/0031-9155/33/12/008.
[3]Villringer1997cedalion.nirs.cw.int2od, cedalion.nirs.cw.od2concArno Villringer and Britton Chance.\n", + "Non-invasive optical spectroscopy and imaging of human brain function.\n", + "Trends in Neurosciences, 20(10):435–442, 1997.\n", + "doi:10.1016/S0166-2236(97)01132-6.
[4]Pollonini2014cedalion.sigproc.quality.psp, cedalion.sigproc.quality.sciLuca Pollonini, Cristen Olds, Homer Abaya, Heather Bortfeld, Michael S. Beauchamp, and John S. Oghalai.\n", + "Auditory cortex activation to natural speech and simulated cochlear implant speech measured with functional near-infrared spectroscopy.\n", + "Hearing Research, 309:84–93, 2014.\n", + "doi:https://doi.org/10.1016/j.heares.2013.11.007.
[5]Pollonini2016cedalion.sigproc.quality.psp, cedalion.sigproc.quality.sciLuca Pollonini, Heather Bortfeld, and John S. Oghalai.\n", + "PHOEBE: a method for real time mapping of optodes-scalp coupling in functional near-infrared spectroscopy.\n", + "Biomedical Optics Express, 7(12):5104, Dec 2016.\n", + "doi:10.1364/BOE.7.005104.
[6]Prahl1998cedalion.nirs.common.get_extinction_coefficientsScott A. Prahl.\n", + "Optical absorption of hemoglobin.\n", + "Oregon Medical Laser Center, online resource, 1998.\n", + "URL: https://omlc.org/spectra/hemoglobin/.
[7]Li2010Bcedalion.sigdecomp.multimodal.arsc_erbm.arsc_erbmXi-Lin Li and Tulay Adali.\n", + "Blind spatiotemporal separation of second and/or higher-order correlated sources by entropy rate minimization.\n", + "In 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, 1934–1937. Dallas, TX, March 2010. IEEE.\n", + "doi:10.1109/ICASSP.2010.5495311.
[8]Li2010Acedalion.sigdecomp.multimodal.arc_ebm.arc_ebmXi-Lin Li and Tülay Adali.\n", + "Independent Component Analysis by Entropy Bound Minimization.\n", + "IEEE Transactions on Signal Processing, 58(10):5151–5164, Oct 2010.\n", + "doi:10.1109/TSP.2010.2055859.
[9]yang2025flexiblecedalion.sigdecomp.multimodal.arc_ebm.arc_ebmHanlu Yang, Trung Vu, Ehsan Ahmed Dhrubo, Vince D Calhoun, and Tülay Adali.\n", + "A flexible constrained ica approach for multisubject fmri analysis.\n", + "International Journal of Biomedical Imaging, 2025(1):2064944, 2025.\n", + "doi:10.1155/ijbi/2064944.
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "cedalion.bib.dump_to_notebook()" ] @@ -481,7 +565,7 @@ ], "metadata": { "kernelspec": { - "display_name": "cedalion_250922", + "display_name": "cedalion", "language": "python", "name": "python3" }, @@ -495,7 +579,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.15" + "version": "3.11.13" } }, "nbformat": 4, diff --git a/src/cedalion/sigdecomp/multimodal/arc_ebm.py b/src/cedalion/sigdecomp/multimodal/arc_ebm.py index 35948aab..4f8c94f5 100644 --- a/src/cedalion/sigdecomp/multimodal/arc_ebm.py +++ b/src/cedalion/sigdecomp/multimodal/arc_ebm.py @@ -17,14 +17,14 @@ from cedalion import cite def arc_ebm(X: np.ndarray, guess_mat, constraint = 'correlation') -> np.ndarray: - """Adaptive-reverse Constrained ICA by Entropy Bound Minimization (arc-EBM) is a constrained ICA algorithm. - arc-EBM calculates the blind source separation demixing matrix corresponding to X, + """Adaptive-reverse (Spectrally) Constrained ICA by Entropy Bound Minimization (arc-EBM/arsc-EBM) is a constrained ICA algorithm. + arc-EBM/arsc-EBM calculates the blind source separation demixing matrix W corresponding to data X, using the reference signals in guess_mat and the constraint specified by constraint. Args: X (np.ndarray, (Channels, Time Points)): the [N x T] input multivariate time series with dimensionality N observations/channels and T time points guess_mat (np.ndarray, (Time Points, Referenced Channels)), (np.ndarray, (Time Points/2, Referenced Channels)): Time or frequency domain reference signals. The number of reference signals should be less than or equal to the number of channels in X. The first dimension should be T for time domain signals and T/2 for frequency domain signals. - constraint (str): the constraint to be used for the gradient step, either 'correlation' (default) or 'psd' + constraint (str): the constraint to be used for the gradient step, either 'correlation' (default) for arc-EBM or 'psd' for arsc-EBM Returns: W (np.ndarray, (Channels, Channels)): the [N x N] demixing matrix with weights for N channels/sources. diff --git a/src/cedalion/sigdecomp/multimodal/arc_erbm.py b/src/cedalion/sigdecomp/multimodal/arsc_erbm.py similarity index 99% rename from src/cedalion/sigdecomp/multimodal/arc_erbm.py rename to src/cedalion/sigdecomp/multimodal/arsc_erbm.py index b0728d75..fd0d1c42 100644 --- a/src/cedalion/sigdecomp/multimodal/arc_erbm.py +++ b/src/cedalion/sigdecomp/multimodal/arsc_erbm.py @@ -12,8 +12,8 @@ import cedalion.data from cedalion import cite -def arc_erbm(X: np.ndarray, guess_mat, p: int = None , pr_guess_mat = None) -> np.ndarray: - """ Adaptive-reverse Constrained ICA by Entropy Rate Bound Minimization (arc-ERBM) is a spectrally constrained ICA algorithm. +def arsc_erbm(X: np.ndarray, guess_mat, p: int = None , pr_guess_mat = None) -> np.ndarray: + """ Adaptive-reverse Spectrally Constrained ICA by Entropy Rate Bound Minimization (arsc-ERBM) is a constrained ICA algorithm. Args: X (np.ndarray, (Channels, Time Points)): the [N x T] input multivariate time series with dimensionality N observations/channels and T time points @@ -106,7 +106,7 @@ def epsilon_grad(r_n_c): # compute gradient vector vec = (sign / np.linalg.norm(psd_s, 2)) * r_n_c - (np.abs(current_corr) / np.linalg.norm(psd_s, 2)**2) * psd_s vec = vec.reshape((-1, 1, 1)) - c_grad = (T/2) * mu_c[n] * np.sum( np.multiply(np.dot(C_tilde, w), vec), axis = 0 ) + c_grad = (T/2) * mu_c[n] * np.sum( np.multiply(np.dot(C_tilde, w), vec), axis = 0 ) return c_grad if constraint == 'phase_retrieval' : @@ -117,7 +117,7 @@ def pr_update(amp, y, filter, X_filtered): # filter reference amplitude amp_filtered = sp.signal.lfilter(filter, 1, amp , axis = 0 ) - amp_filtered = np.abs(np.fft.rfft(amp_filtered)) + amp_filtered = np.abs(np.fft.rfft(amp_filtered)) # compute fft of estimated source y_hat = np.fft.rfft(y)