{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial: GPFA (Gaussian Process Factor Analysis)\n", "\n", "Gaussian-process factor analysis (GPFA) is a dimensionality reduction method\n", "[1] for neural trajectory visualization of parallel spike trains. GPFA applies\n", "factor analysis (FA) to time-binned spike count data to reduce the\n", "dimensionality and at the same time smoothes the resulting low-dimensional\n", "trajectories by fitting a Gaussian process (GP) model to them.\n", "\n", "The input consists of a set of trials ($Y$), each containing a list of spike\n", "trains (N neurons). The output is the projection ($X$) of the data in a space\n", "of pre-chosen dimensionality $x_{dim} < N$.\n", "\n", "Under the assumption of a linear relation (transform matrix $C$) between the\n", "latent variable $X$ following a Gaussian process and the spike train data $Y$ with\n", "a bias $d$ and a noise term of zero mean and (co)variance $R$ (i.e.,\n", "$Y = C X + d + \\mathcal{N}(0,R)$), the projection corresponds to the\n", "conditional probability $E[X|Y]$.\n", "The parameters $(C, d, R)$ as well as the time scales and variances of the\n", "Gaussian process are estimated from the data using an expectation-maximization\n", "(EM) algorithm.\n", "\n", "Internally, the analysis consists of the following steps:\n", "\n", "0. bin the spike train data to get a sequence of $N$ dimensional vectors of spike counts in respective time bins, and choose the reduced dimensionality $x_{dim}$\n", "\n", "1. expectation-maximization for fitting of the parameters $C, d, R$ and the time-scales and variances of the Gaussian process, using all the trials provided as input (c.f., `gpfa_core.em()`)\n", "\n", "2. projection of single trials in the low dimensional space (c.f., `gpfa_core.exact_inference_with_ll()`)\n", "\n", "3. orthonormalization of the matrix $C$ and the corresponding subspace, for visualization purposes: (c.f., `gpfa_core.orthonormalize()`)\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1. Idea of This Tutorial\n", "\n", "This tutorial illustrates the usage of the `gpfa.GPFA()` class implemented in elephant, through its applications to synthetic spike train data, of which the ground truth low-dimensional structure is known.\n", "\n", "The examples were inspired by the supplementary material of [2]\n", "\n", "### 1.1. Generation of synthetic spike trains\n", "\n", "A set of spike trains are generated as follows.\n", "First, a time series of either a 2-dimensional harmonic oscillator (Section 2) or a 3-dimensional Lorentz system (Section 3; the \"standard\" parameter values as seen in https://en.wikipedia.org/wiki/Lorenz_system are used) is projected into a high-dimensional space (as high dimension as the desired number of parallel spike trains) via a random projection.\n", "Then the resulting high-dimensional time series serves as time-dependent rates for an inhomogeneous multivariate Poisson process.\n", "Finally, multiple realizations of this Poisson process, which mimic spike trains from multiple trials, serve as input data to the GPFA.\n", "\n", "Below are the functions used for spike train generation:" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "code_folding": [ 12, 40, 73, 104, 133 ] }, "outputs": [], "source": [ "import numpy as np\n", "from scipy.integrate import odeint\n", "import quantities as pq\n", "import neo\n", "from elephant.spike_train_generation import inhomogeneous_poisson_process\n", "\n", "\n", "def integrated_oscillator(dt, num_steps, x0=0, y0=1, angular_frequency=2*np.pi*1e-3):\n", " \"\"\" \n", " Parameters\n", " ----------\n", " dt : float\n", " Integration time step in ms.\n", " num_steps : int\n", " Number of integration steps -> max_time = dt*(num_steps-1).\n", " x0, y0 : float \n", " Initial values in three dimensional space.\n", " angular_frequency : float \n", " Angular frequency in 1/ms.\n", " \n", " Returns\n", " -------\n", " t : (num_steps) np.ndarray\n", " Array of timepoints\n", " (2, num_steps) np.ndarray\n", " Integrated two-dimensional trajectory (x, y, z) of the harmonic oscillator\n", " \"\"\" \n", " \n", " assert isinstance(num_steps, int), \"num_steps has to be integer\"\n", " t = dt*np.arange(num_steps)\n", " x = x0*np.cos(angular_frequency*t) + y0*np.sin(angular_frequency*t)\n", " y = -x0*np.sin(angular_frequency*t) + y0*np.cos(angular_frequency*t)\n", " return t, np.array((x, y))\n", "\n", "\n", "def integrated_lorenz(dt, num_steps, x0=0, y0=1, z0=1.05,\n", " sigma=10, rho=28, beta=2.667, tau=1e3):\n", " \"\"\"\n", " \n", " Parameters\n", " ----------\n", " dt : \n", " Integration time step in ms.\n", " num_steps : int\n", " Number of integration steps -> max_time = dt*(num_steps-1).\n", " x0, y0, z0 : float \n", " Initial values in three dimensional space\n", " sigma, rho, beta : float \n", " Parameters defining the lorenz attractor\n", " tau : characteristic timescale in ms\n", " \n", " Returns\n", " -------\n", " t : (num_steps) np.ndarray\n", " Array of timepoints\n", " (3, num_steps) np.ndarray\n", " Integrated three-dimensional trajectory (x, y, z) of the Lorenz attractor\n", " \"\"\"\n", " def _lorenz_ode(point_of_interest, timepoint, sigma, rho, beta, tau):\n", " \"\"\"\n", " Fit the model with `spiketrains` data and apply the dimensionality\n", " reduction on `spiketrains`.\n", "\n", " Parameters\n", " ----------\n", " point_of_interest : tuple\n", " Tupel containing coordinates (x,y,z) in three dimensional space. \n", " timepoint : a point of interest in time\n", " dt : \n", " Integration time step in ms.\n", " num_steps : int\n", " Number of integration steps -> max_time = dt*(num_steps-1).\n", " sigma, rho, beta : float \n", " Parameters defining the lorenz attractor\n", " tau : characteristic timescale in ms\n", "\n", " Returns\n", " -------\n", " x_dot, y_dot, z_dot : float \n", " Values of the lorenz attractor's partial derivatives\n", " at the point x, y, z.\n", " \"\"\"\n", "\n", " x, y, z = point_of_interest\n", "\n", " x_dot = (sigma*(y - x)) / tau\n", " y_dot = (rho*x - y - x*z) / tau\n", " z_dot = (x*y - beta*z) / tau\n", " return x_dot, y_dot, z_dot\n", "\n", " assert isinstance(num_steps, int), \"num_steps has to be integer\"\n", " \n", " t = dt*np.arange(num_steps)\n", " poi = (x0, y0, z0)\n", " return t, odeint(_lorenz_ode, poi, t, args=(sigma, rho, beta, tau)).T\n", "\n", "\n", "def random_projection(data, embedding_dimension, loc=0, scale=None):\n", " \"\"\"\n", " Parameters\n", " ----------\n", " data : np.ndarray\n", " Data to embed, shape=(M, N)\n", " embedding_dimension : int\n", " Embedding dimension, dimensionality of the space to project to.\n", " loc : float or array_like of floats\n", " Mean (“centre”) of the distribution.\n", " scale : float or array_like of floats\n", " Standard deviation (spread or “width”) of the distribution.\n", "\n", " Returns\n", " -------\n", " np.ndarray \n", " Random (normal) projection of input data, shape=(dim, N)\n", " \n", " See Also\n", " --------\n", " np.random.normal()\n", " \n", " \"\"\"\n", " if scale is None:\n", " scale = 1 / np.sqrt(data.shape[0])\n", " projection_matrix = np.random.normal(loc, scale, (embedding_dimension, data.shape[0]))\n", " return np.dot(projection_matrix, data)\n", "\n", "\n", "def generate_spiketrains(instantaneous_rates, num_trials, timestep):\n", " \"\"\" \n", " Parameters\n", " ----------\n", " instantaneous_rates : np.ndarray\n", " Array containing time series.\n", " timestep : \n", " Sample period.\n", " num_steps : int\n", " Number of timesteps -> max_time = timestep*(num_steps-1).\n", " \n", " Returns\n", " -------\n", " spiketrains : list of neo.SpikeTrains\n", " List containing spiketrains of inhomogeneous Poisson\n", " processes based on given instantaneous rates.\n", " \n", " \"\"\"\n", " \n", " spiketrains = []\n", " for _ in range(num_trials):\n", " spiketrains_per_trial = []\n", " for inst_rate in instantaneous_rates:\n", " anasig_inst_rate = neo.AnalogSignal(inst_rate, sampling_rate=1/timestep, units=pq.Hz)\n", " spiketrains_per_trial.append(inhomogeneous_poisson_process(anasig_inst_rate))\n", " spiketrains.append(spiketrains_per_trial)\n", " \n", " return spiketrains" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Harmonic Oscillator Example\n", "\n", "In this first example we apply the GPFA to spike train data derived from dynamics of a harmonic oscillator defined in a 2-dimensional latent variable space. The aim is to extract these 2-dimensional latent dynamics from the spike train data.\n", "\n", "### 2.1. Generate synthetic spike train data\n", "Here we generate 50-dimensional synthetic spike train data based on a trajectory of a 2-dimensional harmonic oscillator, as described in Section 1.1." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# set parameters for the integration of the harmonic oscillator\n", "timestep = 1 * pq.ms\n", "trial_duration = 2 * pq.s\n", "num_steps = int((trial_duration.rescale('ms')/timestep).magnitude)\n", "\n", "# set parameters for spike train generation\n", "max_rate = 70 * pq.Hz\n", "np.random.seed(42) # for visualization purposes, we want to get identical spike trains at any run\n", "\n", "# specify data size\n", "num_trials = 20\n", "num_spiketrains = 50\n", "\n", "# generate a low-dimensional trajectory\n", "times_oscillator, oscillator_trajectory_2dim = integrated_oscillator(\n", " timestep.magnitude, num_steps=num_steps, x0=0, y0=1)\n", "times_oscillator = (times_oscillator*timestep.units).rescale('s')\n", "\n", "# random projection to high-dimensional space\n", "oscillator_trajectory_Ndim = random_projection(\n", " oscillator_trajectory_2dim, embedding_dimension=num_spiketrains)\n", "\n", "# convert to instantaneous rate for Poisson process\n", "normed_traj = oscillator_trajectory_Ndim / oscillator_trajectory_Ndim.max()\n", "instantaneous_rates_oscillator = np.power(max_rate.magnitude, normed_traj)\n", "\n", "# generate spike trains\n", "spiketrains_oscillator = generate_spiketrains(\n", " instantaneous_rates_oscillator, num_trials, timestep)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see how the trajectory and the spike trains look like." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "\n", "f, ((ax1, ax2), (ax3, ax4)) = plt.subplots(2, 2, figsize=(15, 10))\n", "\n", "ax1.set_title('2-dim Harmonic Oscillator')\n", "ax1.set_xlabel('time [s]')\n", "for i, y in enumerate(oscillator_trajectory_2dim):\n", " ax1.plot(times_oscillator, y, label=f'dimension {i}')\n", "ax1.legend()\n", "\n", "ax2.set_title('Trajectory in 2-dim space')\n", "ax2.set_xlabel('Dim 1')\n", "ax2.set_ylabel('Dim 2')\n", "ax2.set_aspect(1)\n", "ax2.plot(oscillator_trajectory_2dim[0], oscillator_trajectory_2dim[1])\n", "\n", "ax3.set_title(f'Projection to {num_spiketrains}-dim space')\n", "ax3.set_xlabel('time [s]')\n", "y_offset = oscillator_trajectory_Ndim.std() * 3\n", "for i, y in enumerate(oscillator_trajectory_Ndim):\n", " ax3.plot(times_oscillator, y + i*y_offset)\n", "\n", "trial_to_plot = 0\n", "ax4.set_title(f'Raster plot of trial {trial_to_plot}')\n", "ax4.set_xlabel('Time (s)')\n", "ax4.set_ylabel('Spike train index')\n", "for i, spiketrain in enumerate(spiketrains_oscillator[trial_to_plot]):\n", " ax4.plot(spiketrain, np.ones_like(spiketrain) * i, ls='', marker='|')\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Thus, we have generated 50-dimensional spike train data, derived from 2-dimensional latent dynamics, i.e., two cycles of circular rotation." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 2.2. Apply GPFA to the generated data\n", "Now we try to extract the original latent dynamics from the generated spike train data, by means of GPFA.\n", "\n", "We first initialize an instance of the `gpfa.GPFA()` class.\n", "One can specify some parameters for model fitting at this timing.\n", "Here we set the size of the bin for spike train binning to 20 ms, and the dimensionality of latent variables to 2." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from elephant.gpfa import GPFA\n", "\n", "\n", "# specify fitting parameters\n", "bin_size = 20 * pq.ms\n", "latent_dimensionality = 2\n", "\n", "gpfa_2dim = GPFA(bin_size=bin_size, x_dim=latent_dimensionality)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we call the `fit()` method of the class, with the generated spike train data as input.\n", "This fits a GPFA model to the given data, yielding estimates of the model parameters that best explain the data, which are stored in the `params_estimated` attribute of the class.\n", "Here we use the first half of the trials for fitting." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "gpfa_2dim.fit(spiketrains_oscillator[:num_trials//2])\n", "print(gpfa_2dim.params_estimated.keys())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Then we transform the spike trains from the remaining half of the trials into tranjectories in the latent variable space, using the `transform()` method." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "trajectories = gpfa_2dim.transform(spiketrains_oscillator[num_trials//2:])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see how the extracted trajectories look like." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 5))\n", "\n", "linewidth_single_trial = 0.5\n", "color_single_trial = 'C0'\n", "alpha_single_trial = 0.5\n", "\n", "linewidth_trial_average = 2\n", "color_trial_average = 'C1'\n", "\n", "ax1.set_title('Original latent dynamics')\n", "ax1.set_xlabel('Dim 1')\n", "ax1.set_ylabel('Dim 2')\n", "ax1.set_aspect(1)\n", "ax1.plot(oscillator_trajectory_2dim[0], oscillator_trajectory_2dim[1])\n", "\n", "ax2.set_title('Latent dynamics extracted by GPFA')\n", "ax2.set_xlabel('Dim 1')\n", "ax2.set_ylabel('Dim 2')\n", "ax2.set_aspect(1)\n", "# single trial trajectories\n", "for single_trial_trajectory in trajectories:\n", " ax2.plot(single_trial_trajectory[0], single_trial_trajectory[1], '-', lw=linewidth_single_trial, c=color_single_trial, alpha=alpha_single_trial)\n", "# trial averaged trajectory\n", "average_trajectory = np.mean(trajectories, axis=0)\n", "ax2.plot(average_trajectory[0], average_trajectory[1], '-', lw=linewidth_trial_average, c=color_trial_average, label='Trial averaged trajectory')\n", "ax2.legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "GPFA successfuly exatracted, as the trial averaged trajectory, the two cycles of rotation in 2-dimensional latent space from the 50-dimensional spike train data.\n", "\n", "In the above application we split the trials into two halves and performed fitting and transforming separately on these two sets of trials.\n", "One can also simply perform fitting and transforming on the whole dataset to obtain latent trajectories for all trials.\n", "In such a senario, the `fit_transform()` method can be used to perform the fitting and transforming at once, as shown in the example below." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initializing parameters using factor analysis...\n", "\n", "Fitting GPFA model...\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# here we just reuse the existing instance of the GPFA() class as we use the same fitting parameters as before\n", "trajectories_all = gpfa_2dim.fit_transform(spiketrains_oscillator)\n", "\n", "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 5))\n", "\n", "ax1.set_title('Latent dynamics extracted by GPFA')\n", "ax1.set_xlabel('Dim 1')\n", "ax1.set_ylabel('Dim 2')\n", "ax1.set_aspect(1)\n", "for single_trial_trajectory in trajectories_all:\n", " ax1.plot(single_trial_trajectory[0], single_trial_trajectory[1], '-', lw=linewidth_single_trial, c=color_single_trial, alpha=alpha_single_trial)\n", "average_trajectory = np.mean(trajectories_all, axis=0)\n", "ax1.plot(average_trajectory[0], average_trajectory[1], '-', lw=linewidth_trial_average, c=color_trial_average, label='Trial averaged trajectory')\n", "ax1.legend()\n", "\n", "trial_to_plot = 0\n", "ax2.set_title(f'Trajectory for trial {trial_to_plot}')\n", "ax2.set_xlabel('Time [s]')\n", "times_trajectory = np.arange(len(trajectories_all[trial_to_plot][0])) * bin_size.rescale('s')\n", "ax2.plot(times_trajectory, trajectories_all[0][0], c='C0', label=\"Dim 1, fitting with all trials\")\n", "ax2.plot(times_trajectory, trajectories[0][0], c='C0', alpha=0.2, label=\"Dim 1, fitting with a half of trials\")\n", "ax2.plot(times_trajectory, trajectories_all[0][1], c='C1', label=\"Dim 2, fitting with all trials\")\n", "ax2.plot(times_trajectory, trajectories[0][1], c='C1', alpha=0.2, label=\"Dim 2, fitting with a half of trials\")\n", "ax2.legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We obtain almost the same latent dynamics, but single trial trajectories are slightly modified owing to an increased amount of the data used for fitting." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 3. Lorentz System Example\n", "\n", "### 3.1. Generate sysnthetic spike train data\n", "Now we move on to the next example.\n", "Here we generate 50-dimensional synthetic spike train data based on a trajectory of a 3-dimensional Lorentz system.\n", "Note that, as we want to adopt a part of the trajectory where the double-wing structure of the attractor is fully developed as \"trial\", we drop off an initial part of the trajectory as \"transient\"." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# set parameters for the integration of the Lorentz attractor\n", "timestep = 1 * pq.ms\n", "transient_duration = 10 * pq.s\n", "trial_duration = 30 * pq.s\n", "num_steps_transient = int((transient_duration.rescale('ms')/timestep).magnitude)\n", "num_steps = int((trial_duration.rescale('ms')/timestep).magnitude)\n", "\n", "# set parameters for spike train generation\n", "max_rate = 70 * pq.Hz\n", "np.random.seed(42) # for visualization purposes, we want to get identical spike trains at any run\n", "\n", "# specify data\n", "num_trials = 20\n", "num_spiketrains = 50\n", "\n", "# calculate the oscillator\n", "times, lorentz_trajectory_3dim = integrated_lorenz(\n", " timestep, num_steps=num_steps_transient+num_steps, x0=0, y0=1, z0=1.25)\n", "times = (times - transient_duration).rescale('s').magnitude\n", "times_trial = times[num_steps_transient:]\n", "\n", "# random projection\n", "lorentz_trajectory_Ndim = random_projection(\n", " lorentz_trajectory_3dim[:, num_steps_transient:], embedding_dimension=num_spiketrains)\n", "\n", "# calculate instantaneous rate\n", "normed_traj = lorentz_trajectory_Ndim / lorentz_trajectory_Ndim.max()\n", "instantaneous_rates_lorentz = np.power(max_rate.magnitude, normed_traj)\n", "\n", "# generate spiketrains\n", "spiketrains_lorentz = generate_spiketrains(\n", " instantaneous_rates_lorentz, num_trials, timestep)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the obtained trajectory and the spike trains." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "\n", "f = plt.figure(figsize=(15, 10))\n", "ax1 = f.add_subplot(2, 2, 1)\n", "ax2 = f.add_subplot(2, 2, 2, projection='3d')\n", "ax3 = f.add_subplot(2, 2, 3)\n", "ax4 = f.add_subplot(2, 2, 4)\n", "\n", "ax1.set_title('Lorentz system')\n", "ax1.set_xlabel('Time [s]')\n", "labels = ['x', 'y', 'z']\n", "for i, x in enumerate(lorentz_trajectory_3dim):\n", " ax1.plot(times, x, label=labels[i])\n", "ax1.axvspan(-transient_duration.rescale('s').magnitude, 0, color='gray', alpha=0.1)\n", "ax1.text(-5, -20, 'Initial transient', ha='center')\n", "ax1.legend()\n", "\n", "ax2.set_title(f'Trajectory in 3-dim space')\n", "ax2.set_xlabel('x')\n", "ax2.set_ylabel('y')\n", "ax2.set_ylabel('z')\n", "ax2.plot(lorentz_trajectory_3dim[0, :num_steps_transient],\n", " lorentz_trajectory_3dim[1, :num_steps_transient],\n", " lorentz_trajectory_3dim[2, :num_steps_transient], c='C0', alpha=0.3)\n", "ax2.plot(lorentz_trajectory_3dim[0, num_steps_transient:],\n", " lorentz_trajectory_3dim[1, num_steps_transient:],\n", " lorentz_trajectory_3dim[2, num_steps_transient:], c='C0')\n", "\n", "ax3.set_title(f'Projection to {num_spiketrains}-dim space')\n", "ax3.set_xlabel('Time [s]')\n", "y_offset = lorentz_trajectory_Ndim.std() * 3\n", "for i, y in enumerate(lorentz_trajectory_Ndim):\n", " ax3.plot(times_trial, y + i*y_offset)\n", "\n", "trial_to_plot = 0\n", "ax4.set_title(f'Raster plot of trial {trial_to_plot}')\n", "ax4.set_xlabel('Time (s)')\n", "ax4.set_ylabel('Neuron id')\n", "for i, spiketrain in enumerate(spiketrains_lorentz[trial_to_plot]):\n", " ax4.plot(spiketrain, np.ones(len(spiketrain)) * i, ls='', marker='|')\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The 3-dimensional latent trajectory exhibit a charactistic structure of the Lorentz attractor: intermittent switching between rotations around two foci, which is difficult to recognize in the spike train data derived from it." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### 3.2. Apply GPFA to the generated data\n", "Now we apply the GPFA to the data, with the same bin size as before but with a latent dimensionality of 3 this time. We fit and transform all trials at once using the `fit_transform()` method." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Initializing parameters using factor analysis...\n", "\n", "Fitting GPFA model...\n" ] } ], "source": [ "# specify fitting parameters\n", "bin_size = 20 * pq.ms\n", "latent_dimensionality = 3\n", "\n", "gpfa_3dim = GPFA(bin_size=bin_size, x_dim=latent_dimensionality)\n", "trajectories = gpfa_3dim.fit_transform(spiketrains_lorentz)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's see how well the method worked in this case." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "f = plt.figure(figsize=(15, 5))\n", "ax1 = f.add_subplot(1, 2, 1, projection='3d')\n", "ax2 = f.add_subplot(1, 2, 2, projection='3d')\n", "\n", "linewidth_single_trial = 0.5\n", "color_single_trial = 'C0'\n", "alpha_single_trial = 0.5\n", "\n", "linewidth_trial_average = 2\n", "color_trial_average = 'C1'\n", "\n", "ax1.set_title('Original latent dynamics')\n", "ax1.set_xlabel('x')\n", "ax1.set_ylabel('y')\n", "ax1.set_zlabel('z')\n", "ax1.plot(lorentz_trajectory_3dim[0, num_steps_transient:],\n", " lorentz_trajectory_3dim[1, num_steps_transient:],\n", " lorentz_trajectory_3dim[2, num_steps_transient:])\n", "\n", "ax2.set_title('Latent dynamics extracted by GPFA')\n", "ax2.set_xlabel('Dim 1')\n", "ax2.set_ylabel('Dim 2')\n", "ax2.set_zlabel('Dim 3')\n", "# single trial trajectories\n", "for single_trial_trajectory in trajectories:\n", " ax2.plot(single_trial_trajectory[0], single_trial_trajectory[1], single_trial_trajectory[2],\n", " lw=linewidth_single_trial, c=color_single_trial, alpha=alpha_single_trial)\n", "# trial averaged trajectory\n", "average_trajectory = np.mean(trajectories, axis=0)\n", "ax2.plot(average_trajectory[0], average_trajectory[1], average_trajectory[2], lw=linewidth_trial_average, c=color_trial_average, label='Trial averaged trajectory')\n", "ax2.legend()\n", "ax2.view_init(azim=-5, elev=60) # an optimal viewing angle for the trajectory extracted from our fixed spike trains\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, the characteristic structure of the original latent dynamics was successfully extracted by GPFA.\n", "\n", "Let's take a closer look into the time series of the extracted latent variables, and compare them with the x, y, and z time series of the original Lorentz system." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "f, (ax1, ax2) = plt.subplots(1, 2, figsize=(15, 5))\n", "\n", "ax1.set_title('Original latent dynamics')\n", "ax1.set_xlabel('Time [s]')\n", "labels = ['x', 'y', 'z']\n", "for i, x in enumerate(lorentz_trajectory_3dim[:, num_steps_transient:]):\n", " ax1.plot(times_trial, x, label=labels[i])\n", "ax1.legend()\n", "\n", "ax2.set_title('Latent dynamics extracted by GPFA')\n", "ax2.set_xlabel('Time [s]')\n", "for i, x in enumerate(average_trajectory):\n", " ax2.plot(np.arange(len(x))*0.02, x, label=f'Dim {i+1}')\n", "ax2.legend()\n", "\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Any of the extracted dimension does not correspond solely to a single dimension of the original latent dynamics. In addition, the amplitude of Dim 3 is much smaller than the other two, reflecting the fact that the dimensionality of the original latent dynamics is close to 2, evident from the very similar time series of $x$ and $y$ of the original latent dynamics." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 4. Cross-validation" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The `gpfa.GPFA()` class is compatible to the cross-validation functions of `sklearn.model_selection`, such that users can perform cross-validation to search for a set of parameters yielding best performance using these functions.\n", "\n", "Here we demonstrate a use of the `sklearn.model_selection.cross_val_score()` function to search for an optimal dimension of the latent variables for the spike train data derived from the Lorentz system.\n", "We vary the dimensionality between 1 and 5, and perform 3-fold cross-varidation for each dimensionality value, to obtain an estimate the log-likelihood of the data under the GPFA model with the given dimensionality.\n", "\n", "_Note: The following step is time consuming._" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "from sklearn.model_selection import cross_val_score\n", "\n", "x_dims = [1, 2, 3, 4, 5]\n", "log_likelihoods = []\n", "for x_dim in x_dims:\n", " gpfa_cv = GPFA(x_dim=x_dim)\n", " # estimate the log-likelihood for the given dimensionality as the mean of the log-likelihoods from 3 cross-vailidation folds\n", " cv_log_likelihoods = cross_val_score(gpfa_cv, spiketrains_lorentz, cv=3, n_jobs=3, verbose=True)\n", " log_likelihoods.append(np.mean(cv_log_likelihoods)) " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's plot the obtained log-likeliyhood as a function of the dimensionality." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "f = plt.figure(figsize=(7, 5))\n", "plt.xlabel('Dimensionality of latent variables')\n", "plt.ylabel('Log-likelihood')\n", "plt.plot(x_dims, log_likelihoods, '.-')\n", "plt.plot(x_dims[np.argmax(log_likelihoods)], np.max(log_likelihoods), 'x', markersize=10, color='r')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The red cross denotes the maximum log-likelihood, which is taken at the dimensionality of 2.\n", "This means that the best-fitting GPFA model is the one with a latent dimensionality of 2, which does not match the ground-truth dimensionality of 3 in this example.\n", "This \"underestimate\" of dimensionality would possibly be becouse the dimensionality of the Lorentz attractor is very close to 2 (to be precise, its Hausdorff dimension is estimated to be 2.06... [3]), and the stochastic \"encoding\" of the trajectory by spike trains would not allow for reprsenting such a subtle excess of dimensionality above 2." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# References\n", "\n", "[1] Yu MB, Cunningham JP, Santhanam G, Ryu SI, Shenoy K V, Sahani M (2009) Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity. J. Neurophysiol. 102:614-635.\n", "\n", "[2] Pandarinath, C. et al. (2018) Inferring single-trial neural population dynamics using sequential auto-encoders. Nat. Methods 15:805–815.\n", "\n", "[3] Viswanath, D (2004) The fractal property of the Lorenz attractor. Physica D 190(1-2):115-128." ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [ "print(scipy.__version__)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "anaconda-cloud": {}, "kernelspec": { "display_name": "inm-elephant", "language": "python", "name": "inm-elephant" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" }, "nbsphinx": { "execute": "never" } }, "nbformat": 4, "nbformat_minor": 4 }