{ "cells": [ { "cell_type": "markdown", "id": "c2dcb78a-a246-4537-82f0-82ea35010cda", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "(theory)=\n", "# Introduction to the Generalised Hierarchical Gaussian Filter\n", "\n", "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/ComputationalPsychiatry/pyhgf/blob/master/docs/source/notebooks/0.1-Theory.ipynb)\n", "\n", "The Hierarchical Gaussian Filter is a Bayesian model of belief updating under uncertainty in which the volatility of the environment is encoded by a hierarchy of probability distributions. A generalised version of this model {cite:p}`weber:2023` has further framed this into a neural network framework of probabilistic state nodes interacting with each other. At the heart of both frameworks lies a generative model that consist in a hierarchy of {term}`Gaussian Random Walk`. The inversion of this model (i.e. estimating parameters from observed values) leads to the derivation of prediction errors and posterior updates that can turn these networks into learning systems. To fully understand this model, it is therefore central to start with the simplest case, the implied generative model, which can be seen as the probabilistic structure that generates observations.\n", "\n", "In this notebook, we introduce the main concepts on which the Hierarchical Gaussian Filter (HGF) is based. We review equations of the generative model and illustrate them through examples only using [Numpy](https://numpy.org/). Later in the theory section, we will discuss how this generative model can be turned into a network of probabilistic nodes, and how this framework can generalize to the whole exponential distribution family." ] }, { "cell_type": "code", "execution_count": 1, "id": "6e1a2f15-fb23-417c-bf08-95fe8019903d", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-01-10T13:53:39.298881Z", "iopub.status.busy": "2025-01-10T13:53:39.298694Z", "iopub.status.idle": "2025-01-10T13:53:39.303794Z", "shell.execute_reply": "2025-01-10T13:53:39.302926Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "import sys\n", "from IPython.utils import io\n", "if 'google.colab' in sys.modules:\n", "\n", " with io.capture_output() as captured:\n", " ! pip install watermark" ] }, { "cell_type": "code", "execution_count": 2, "id": "6430ec8b-1b42-450b-9ed5-a9866384042f", "metadata": { "execution": { "iopub.execute_input": "2025-01-10T13:53:39.305651Z", "iopub.status.busy": "2025-01-10T13:53:39.305454Z", "iopub.status.idle": "2025-01-10T13:53:40.203354Z", "shell.execute_reply": "2025-01-10T13:53:40.202367Z" } }, "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "import seaborn as sns\n", "\n", "plt.rcParams[\"figure.constrained_layout.use\"] = True" ] }, { "cell_type": "markdown", "id": "6e5a969f-a32d-4933-b4f8-dee020a29bf9", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## The generative model\n", "\n", "### Gaussian Random Walks\n", "To illustrate the generative model on which the HGF is based, we will start with a simple two-level continuous HGF (see also the tutorial {ref}`continuous_hgf`). The generative model that underpins the continuous HGF is a generalisation of the [Gaussian Random Walk](https://en.wikipedia.org/wiki/Random_walk#Gaussian_random_walk) (GRW). A GRW generate a new observation $x_1^{(k)}$ at each time step $k$ from a normal distribution and using the previous observation $x_1^{(k-1)}$ such as:\n", "\n", "$$\n", "x_1^{(k)} \\sim \\mathcal{N}(x_1^{(k-1)}, \\sigma^2)\n", "$$\n", "\n", "where $\\sigma^2$ is the variance of the distribution." ] }, { "cell_type": "code", "execution_count": 3, "id": "054c77b0-855c-46bf-b861-96d430d90d56", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-01-10T13:53:40.205770Z", "iopub.status.busy": "2025-01-10T13:53:40.205512Z", "iopub.status.idle": "2025-01-10T13:53:40.546390Z", "shell.execute_reply": "2025-01-10T13:53:40.545639Z" }, "slideshow": { "slide_type": "" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "np.random.seed(123)\n", "\n", "# Simpulate two sets of Gaussian Random Walks\n", "u_1 = np.insert(np.cumsum(np.random.normal(loc=0, scale=1, size=(30, 200)), axis=1), 0, 0, axis=1)\n", "u_2 = np.insert(np.cumsum(np.random.normal(loc=0, scale=5, size=(30, 200)), axis=1), 0, 0, axis=1)\n", "\n", "_, ax = plt.subplots(figsize=(12, 3))\n", "ax.plot(u_2.T, linewidth=1, color=\"grey\", label=r\"$\\sigma^2 = 3$\")\n", "ax.plot(u_1.T, linewidth=1, color=\"#4c72b0\", label=r\"$\\sigma^2 = 1$\")\n", "ax.set(xlabel=\"Time step (k)\", ylabel=\"$u$\", title=r\"Gaussian Random Walks with different values for $\\sigma^2$\")\n", "ax.grid(linestyle=\"--\")\n", "ax.legend()\n", "\n", "handles, labels = ax.get_legend_handles_labels()\n", "unique = [(h, l) for i, (h, l) in enumerate(zip(handles, labels)) if l not in labels[:i]]\n", "ax.legend(*zip(*unique))\n", "sns.despine()" ] }, { "cell_type": "markdown", "id": "a111b343-0172-4ceb-98cc-786ab4d6eeed", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "This simple process will be our first building block. Importantly here, the variability of the sensory input is constant across time: even if we don't know exactly in which direction the time series is going to move in the future, we know that it is unlikely to make certain kinds of big jumps because it is controlled by a fixed parameter, the variance $\\sigma^2$." ] }, { "cell_type": "markdown", "id": "44be6e84-78df-4c3a-b577-3d0b732f9ef9", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "#### Adding a drift to the random walk\n", "\n", "The Gaussian random walk can be further parametrized by adding a drift over time. This value, often noted $\\rho$, will be added at each time step:\n", "\n", "$$\n", "x_1^{(k)} \\sim \\mathcal{N}(x_1^{(k-1)} + \\rho, \\sigma^2)\n", "$$\n", "\n", "We run the same simulation using $\\rho = 0.1$ in the cell below:" ] }, { "cell_type": "code", "execution_count": 4, "id": "a4cac17f-6ce5-41a3-8960-a781dc95e6b7", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-01-10T13:53:40.548672Z", "iopub.status.busy": "2025-01-10T13:53:40.548478Z", "iopub.status.idle": "2025-01-10T13:53:40.722455Z", "shell.execute_reply": "2025-01-10T13:53:40.721599Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "np.random.seed(123)\n", "\n", "# add a drift at each time step\n", "rho = .2\n", "\n", "# random walk\n", "u_1 = np.insert(np.cumsum(np.random.normal(loc=rho, scale=1, size=(30, 200)), axis=1), 0, 0, axis=1)\n", "\n", "_, ax = plt.subplots(figsize=(12, 3))\n", "ax.plot(u_1.T, linewidth=1, color=\"#4c72b0\")\n", "ax.set(xlabel=\"Time step (k)\", ylabel=\"$u$\", title=r\"Gaussian Random Walks with a drift rate $\\rho = 0.2$\")\n", "ax.grid(linestyle=\"--\")\n", "sns.despine()" ] }, { "cell_type": "markdown", "id": "86d7744f-bafd-4b65-9a31-15beb09e841b", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "#### Autoregressive processes\n", "\n", "We can also assume that the generative process follows an [autoregressive model](https://en.wikipedia.org/wiki/Autoregressive_model), in which case the value of the next iteration is weighted by a coefficient and pointing to an intercept, often noted $\\phi$ and $m$ (respectively) in the Matlab toolbox.\n", "\n", "\n", "$$\n", "x_1^{(k)} \\sim \\mathcal{N}(x_1^{(k-1)} + \\phi(m - x_1^{(k-1)}), \\sigma^2)\n", "$$\n", "\n", "We repeat the same simulation below using $\\phi = .4$ and $m = 12.0$." ] }, { "cell_type": "code", "execution_count": 5, "id": "85c9972d-3e71-4737-9465-9f0f3d54b8ce", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-01-10T13:53:40.724600Z", "iopub.status.busy": "2025-01-10T13:53:40.724409Z", "iopub.status.idle": "2025-01-10T13:53:40.969318Z", "shell.execute_reply": "2025-01-10T13:53:40.968691Z" }, "slideshow": { "slide_type": "" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "np.random.seed(123)\n", "\n", "# random walk with AR1 process\n", "_, ax = plt.subplots(figsize=(12, 3))\n", "\n", "phi, m = 0.4, 12.0\n", "for i in range(5):\n", " x_1 = [0.0]\n", " for i in range(200):\n", " x_1.append(np.random.normal(x_1[i - 1] + phi * (m - x_1[i - 1]), scale=1))\n", " ax.plot(x_1, color=\"#4c72b0\", label=r\"$\\phi = 0.4 - m = 12.0$\", linewidth=1)\n", "\n", "phi, m = 0.1, 5.0\n", "for i in range(5):\n", " x_1 = [0.0]\n", " for i in range(200):\n", " x_1.append(np.random.normal(x_1[i - 1] + phi * (m - x_1[i - 1]), scale=1))\n", " ax.plot(x_1, color=\"#55a868\", label=r\"$\\phi = 0.1 - m = 5.0$\", linewidth=1)\n", "\n", "\n", "ax.set(xlabel=\"Time step (k)\", ylabel=\"$x_{1}$\", title=\"Autoregressive process with varying slopes and intercepts\")\n", "ax.grid(linestyle=\"--\")\n", "\n", "handles, labels = ax.get_legend_handles_labels()\n", "unique = [(h, l) for i, (h, l) in enumerate(zip(handles, labels)) if l not in labels[:i]]\n", "ax.legend(*zip(*unique))\n", "sns.despine()" ] }, { "cell_type": "markdown", "id": "153bb455-86ff-4b6b-846c-236a998fe3d1", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "With the two examples above, we have seen that a {term}`Gaussian Random Walk` - the simple iterative sampling from a given Gaussian distribution at each time step - can be further influenced by two kinds of parameterizations:\n", "1. by adding a constant drift.\n", "2. by adding an autoregressive component, with a slope and intercept.\n", "\n", "The main idea behind the generative model of the Hierarchical Gaussian filter is that variables that *complexify* a regular {term}`Gaussian Random Walk` are controlled by a hierarchy of other nodes, where each {term}`Node` is also a {term}`Gaussian Random Walk`. This remote influence can come in two ways: \n", "1. through **value coupling**, a parent node can influence the mean of the {term}`Gaussian Random Walk` of its child.\n", "2. through **volatility coupling**, a parent node can influence the variance of the {term}`Gaussian Random Walk` of its child.\n", "\n", "In the next sections, we simulate different kinds of couplings between two {term}`Gaussian Random Walk`." ] }, { "cell_type": "markdown", "id": "4d7e4338-c077-4181-b2f4-fbe0f10362ed", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "### Value coupling\n", "\n", "We call value coupling the influence that a parent node, or a group of parent nodes, exert on the mean of the {term}`Gaussian Random Walk` of a child node. In that case, the mean of the Gaussian random walk at one level is a function not only of its previous value but also the current value of the higher-level state. Such a model can be formalized as follows:\n", "\n", "$$\n", "\\begin{align*} \n", " x_1^{(k)} & \\sim \\mathcal{N}(\\lambda_1 x_1^{(k-1)} + \\rho_1 + f(x_2^{(k)}), \\, \\sigma_1^2) \\\\\n", " x_2^{(k)} & \\sim \\mathcal{N}(x_2^{(k-1)}, \\, \\sigma_2^2)\n", "\\end{align*} \n", "$$\n", "\n", "where the parent node $x_2$ exerts an influence on the mean of the child node $x_1$. We can see that some variables have been introduced here, namely $\\lambda_1$, the autoconnection strength (i.e. the strength of the influence of the mean from the previous time step) and $\\rho_1$, the tonic drift (i.e. the propensity for the {term}`Gaussian Random Walk` to naturally drift in some direction). This simple equation turns out to be a very efficient way to combine drift rates and autoregressive processes while being controllable through a unique parameter ($\\lambda_1 \\in [0, 1]$). With $lambda_a = 1$, the node is performing a Gaussian Random Walk and the drift rate is some of the tonic and phasic drift. When $\\lambda_1 < 1$, the node follows an autoregressive process and reverts back to the total mean $M_1$, given by:\n", "$$\n", " M_1 = \\frac{\\rho_1 + f\\left(x_2^{(k)}\\right)} {1-\\lambda_1},\n", "$$\n", "\n", "If $\\lambda_a = 0$, the node is not influenced by its own mean anymore, but only by the value received from the value parent. More details can be found in {cite:p}`weber:2023`." ] }, { "cell_type": "code", "execution_count": 6, "id": "04b1309e-b74f-4f33-bde8-b153bd340586", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-01-10T13:53:40.971591Z", "iopub.status.busy": "2025-01-10T13:53:40.971371Z", "iopub.status.idle": "2025-01-10T13:53:40.981578Z", "shell.execute_reply": "2025-01-10T13:53:40.980766Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [], "source": [ "np.random.seed(123)\n", "\n", "lambda_1, lambda_2, lambda_3 = 0.0, .9, 1.0\n", "rho = 0.0\n", "sigma_1 = 1.0\n", "mu_1, mu_2 = 0.0, 0.0\n", "\n", "# lambda = 0.0\n", "x_2_1 = np.repeat([0, 1, 0, -2], 250) * 3\n", "x_1_1 = []\n", "for mu_2 in x_2_1:\n", " mu_1 = np.random.normal(lambda_1 * mu_1 + rho + mu_2, sigma_1)\n", " x_1_1.append(mu_1)\n", "\n", "# lambda = 0.9\n", "mu_1, mu_2 = 0.0, 0.0\n", "x_2_2 = np.tile(np.repeat([0, 0, 0, 0, 1, 0, 0, 0, 0, 0], 10) * 6, 10)\n", "x_1_2 = []\n", "for mu_2 in x_2_2:\n", " mu_1 = np.random.normal(lambda_2 * mu_1 + rho + mu_2, sigma_1)\n", " x_1_2.append(mu_1)\n", "\n", "# lambda = 1.0\n", "mu_1, mu_2 = 0.0, 0.0\n", "x_2_3 = np.tile(np.repeat([0, 1, 0, -2], 125) * .5, 2)\n", "x_1_3 = []\n", "for mu_2 in x_2_3:\n", " mu_1 = np.random.normal(lambda_3 * mu_1 + rho + mu_2, sigma_1)\n", " x_1_3.append(mu_1)" ] }, { "cell_type": "code", "execution_count": 7, "id": "a44fa090-e2b0-4029-969c-595e0083d09a", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-01-10T13:53:40.983482Z", "iopub.status.busy": "2025-01-10T13:53:40.983293Z", "iopub.status.idle": "2025-01-10T13:53:41.624993Z", "shell.execute_reply": "2025-01-10T13:53:41.624313Z" }, "slideshow": { "slide_type": "" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "_, axs = plt.subplots(figsize=(12, 3), nrows=2, ncols=3, sharex=True)\n", "\n", "# lambda = 0.0\n", "axs[0, 0].plot(x_2_1, \"-\", linewidth=1, color=\"#4c72b0\")\n", "axs[0, 0].set(title=r\"$\\lambda=0.0$ - GRW with phasic mean parent\", ylabel=r\"$x_2$\")\n", "\n", "axs[1, 0].plot(x_1_1, \"-\", linewidth=1, color=\"#55a868\")\n", "axs[1, 0].set(xlabel=\"Time steps\", ylabel=r\"$x_1$\")\n", "\n", "# lambda = 0.9\n", "axs[0, 1].plot(x_2_2, \"-\", linewidth=1, color=\"#4c72b0\")\n", "axs[0, 1].set(title=r\"$\\lambda=0.9$ - Autoregressive process\", ylabel=r\"$x_2$\")\n", "\n", "axs[1, 1].plot(x_1_2, \"-\", linewidth=1, color=\"#55a868\")\n", "axs[1, 1].set(xlabel=\"Time steps\", ylabel=r\"$x_1$\")\n", "\n", "axs[0, 2].plot(x_2_3, \"-\", linewidth=1, color=\"#4c72b0\")\n", "axs[0, 2].set(title=r\"$\\lambda=1.0$ - GRW with phasic drift parent\", ylabel=r\"$x_2$\")\n", "\n", "axs[1, 2].plot(x_1_3, \"-\", linewidth=1, color=\"#55a868\")\n", "axs[1, 2].set(xlabel=\"Time steps\", ylabel=r\"$x_1$\")\n", "sns.despine()" ] }, { "cell_type": "markdown", "id": "b6505c14-61b0-4faa-81d1-016d2344fd88", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "### Volatility coupling\n", "Now, we can also decide to change that and let the variance itself be a stochastic process generated by another random walk. The HGF fundamentally capitalise on this notion and generalizes the standard GRW by letting the variance $\\sigma^2$ be controlled by a higher-level node." ] }, { "cell_type": "markdown", "id": "74d41670-5bca-4484-893f-702afa3fb3cb", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "If we take as example the two-level continuous HGF {cite:p}`2014:mathys`, the model is constituded of two states of interest, $x_1$ and $x_2$. $x_1$ is performing a GRW as previously defined, but it is also paired with $x_2$ to each other via *volatility coupling*. This means that for state $x_1$, the mean of the Gaussian random walk on trial $k$ is given by its previous value $x_1^{(k-1)}$, while the step size (or variance) depends on the current value of the higher level state, $x_2^{(k)}$." ] }, { "cell_type": "markdown", "id": "6f3ca10d-f1da-40a3-aac7-4b81b1f8554e", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "$$\n", "x_1^{(k)} \\sim \\mathcal{N}(x_1^{(k-1)}, \\, f(x_2^{(k)}))\n", "$$\n", "\n", "where the exact dependency is of the form\n", "\n", "$$\n", " f(x_2^{(k)}) = \\exp(\\kappa_1 x_2^{(k)} + \\omega_1)\n", "$$\n", "\n", "with $\\kappa$ as scalling parameter (by defaults in most case it is set to `1` which indicates a complete volatility coupling), and $\\omega_1$ being the *evolution rate*, also refered as the tonic part of the variance, the part that is not inherited from parent nodes.\n", "\n", "At the higher level of the hierarchy (here the second level), the nodes are not inheriting anything from their parents anymore, and only rely on their own variance:\n", "\n", "$$\n", "x_2^{(k)} \\sim \\mathcal{N}(x_2^{(k-1)}, \\, \\exp(\\omega_2))\n", "$$\n", "\n", "The model described above can be implemented in Python as the following:" ] }, { "cell_type": "code", "execution_count": 8, "id": "1da6f085-191c-4b9d-b425-10a0f29d9fec", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-01-10T13:53:41.627290Z", "iopub.status.busy": "2025-01-10T13:53:41.626802Z", "iopub.status.idle": "2025-01-10T13:53:41.905150Z", "shell.execute_reply": "2025-01-10T13:53:41.904108Z" }, "slideshow": { "slide_type": "" }, "tags": [ "hide-input" ] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "np.random.seed(123)\n", "\n", "kappa_1 = 1.0\n", "omega_1, omega_2 = -6.0, -6.0\n", "mu_1, mu_2 = 0.0, -2.0\n", "x_1 = [0]\n", "\n", "# x2 - volatility parent\n", "x_2 = np.tile(np.repeat([0, 1], 1000), 5) * 6\n", "\n", "# A Gaussian Random Walk with a volatility parent\n", "for i in range(10000):\n", "\n", " mu_2 = x_2[i]\n", "\n", " # x1 - child node\n", " pi_1 = np.exp(kappa_1 * mu_2 + omega_1)\n", " mu_1 = np.random.normal(mu_1, pi_1**0.5)\n", "\n", " x_1.append(mu_1)\n", "\n", "_, axs = plt.subplots(figsize=(12, 3), nrows=2, sharex=True)\n", "axs[0].plot(x_2, \"-\", color=\"#c44e52\")\n", "axs[1].plot(x_1, \"-\", color=\"#4c72b0\")\n", "axs[0].set(ylabel=\"$x_{2}$\", title=\"Volatility coupling between two state nodes\")\n", "axs[1].set(xlabel=\"Time step (k)\", ylabel=\"$x_{1}$\")\n", "\n", "axs[0].grid(linestyle=\"--\")\n", "axs[1].grid(linestyle=\"--\")\n", "sns.despine()" ] }, { "cell_type": "markdown", "id": "0e6a0474-69c8-4cbd-89e5-1c2ca4e2e2a8", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "In this example, it becomes apparent that the volatility of the observation is not constant in time anymore, but depends on the values observed at the level above." ] }, { "cell_type": "markdown", "id": "cb7d2736-c868-46e3-90e2-e6bc37f61fe5", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Dynamic beliefs updating\n", "### The Hierarchical Gaussian Filter in a network of predictive nodes\n", "The coding examples introduced above illustrated generative models that can simulate data forward from a given volatility structure, with key parameters stochastically fluctuating. Based on these principles, any given latent state in the world can be modelled as having a volatility parent state, a value parent state, both, or none. When the node is an orphan, it evolves as a Gaussian random walk around its previous value with a fixed step size. Consequently, when inferring the evolution of these states, the exact belief update equations (which include the computation of new predictions, posterior values, and prediction errors, and represent an approximate inversion of this generative model, see {cite:p}`2011:mathys` depend on the nature of the coupling of a given state with its parent and children states. In particular, the nodes that implement the belief updates will communicate with their value parents via value prediction errors, or **VAPE**s, and volatility prediction errors, or **VOPE**s, with their volatility parents. Hierarchical Gaussian Filters use this as a model of the environment to make sense of new observations, also referred to as the sensory part of the HGF, or the filtering part. In this situation, new observations are coming in at the network's root and the model updates the belief structure accordingly (from bottom to top nodes). It is therefore straightforward to describe the standard two-level and three-level Hierarchical Gaussian Filters for continuous and binary inputs as the combination of value and volatility couplings (see {ref}`hgf-fig`)" ] }, { "cell_type": "markdown", "id": "1e76a017-b0a0-4d2a-a931-c760b14970df", "metadata": {}, "source": [ "```{figure} ../images/hgf.svg\n", "---\n", "name: hgf-fig\n", "---\n", "The two-level and three-level Hierarchical Gaussian Filters for binary or continuous inputs.\n", "\n", "These models were described in {cite:p}`2014:mathys,2011:mathys`. The binary HGF has the particularity that it uses a sigmoid transform in the input node to convert continuous values into binary probabilities. For both models, volatility coupling is depicted with dashed lines, and value coupling with straight lines. The three-level HGF has one volatility layer more than the two-level HGF, which is used to estimate higher-order uncertainty.\n", "```" ] }, { "cell_type": "markdown", "id": "427556c3-b80b-4588-af42-5dbe67c1ffc8", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "```{hint}\n", "Hierarchical Gaussian Filters are inspired by other simpler models for Bayesian filtering and reinforcement learning. These models can be seen for example as generalisation of the [Kalman Filter](https://en.wikipedia.org/wiki/Kalman_filter) or the [Rescorla-Wagner model](https://en.wikipedia.org/wiki/Rescorla%E2%80%93Wagner_model). Specifically:\n", "\n", "* A one-level HGF for continuous input can be seen as a [Kalman Filter](https://en.wikipedia.org/wiki/Kalman_filter).\n", "* A two-level binary HGF can be seen as a [Rescorla-Wagner](https://en.wikipedia.org/wiki/Rescorla%E2%80%93Wagner_model) model with an adaptive learning rate that depends on the precision of the belief.\n", "```" ] }, { "cell_type": "markdown", "id": "c5ac10e6-e40f-43cd-8c89-17f76e34fb57", "metadata": { "tags": [] }, "source": [ "### The propagation of prediction and prediction errors\n", "\n", "Having described the model as a specific configuration of predictive nodes offer many advantages, especially in term of modularity for the user. However, the model itself is not limited to the description of the generative process that we covered in the previous examples. The most interesting, and also the more complex, part of the modelling consists of the capability for the network to update the hierarchical structure in a Bayesian optimal way as new observations are presented. These steps are defined by a set of simple, one-step update equations that represent changes in beliefs about the hidden states (i.e. the sufficient statistics of the nodes) specified in the generative model. These equations were first described in {cite:t}`2011:mathys`, and the update equations for volatility and value coupling in the generalized Hierarchical Gaussian filter (on which most of the update functions in [pyhgf](https://github.com/ComputationalPsychiatry/pyhgf) are based) have been described in {cite:p}`weber:2023`. The exact computations in each step especially depend on the nature of the coupling (via {term}`VAPE`s vs. {term}`VOPE`s) between the parent and children nodes. It is beyond the scope of this tutorial to dive into the derivation of these steps and we refer the interested reader to the mentioned papers. Here, we provide a general overview of the dynamic of the update sequence that supports belief updating. The computations triggered by any observation at each time point can be ordered in time as shown in the belief update algorithm." ] }, { "cell_type": "markdown", "id": "ce53b384-743a-4989-86cc-137e9241780a", "metadata": {}, "source": [ "```{note} Belief update\n", ":name: belief-update\n", "\n", "Let's consider a simple network containing $x_{node}$ be a {term}`node`, defined at time $k$, with children nodes defined at $x_{children}$ and parent at $x_{parent}$. The standard approach to update this network upon the presentation of a new observation is:\n", "\n", "1. {term}`Prediction` step\n", " For $n$ in the network, starting from the leaves to the roots:\n", " Given the time elapsed since the last update\n", " Given the the posterior value of the node $n$\n", " Given the prediction from the parent nodes\n", " - Compute the *expected_mean* and *expected precision*\n", "\n", "2. Beliefs propagation step\n", "For $n$ in the network, starting from the roots to the leaves:\n", " 1. {term}`Update` step\n", " Given the prediction errors received from the child nodes\n", " - Compute the new sufficient statistics for node $n$\n", " 2. {term}`prediction error`\n", " Given the new posterior from the update step\n", " Given the expectation from the prediction step\n", " - Compute a new prediction error ({term}`VAPE` or {term}`VOPE`\n", " - Send it to the parent node\n", "```" ] }, { "cell_type": "markdown", "id": "a05caf80-b412-4d05-a317-6e3c0bb05ad0", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "```{important}\n", "We have placed the {term}`Prediction` step at the beginning of the update loop to account that the prediction depends on the time that has passed in between trials, which is something that can only be evaluated once the new input arrives. This is because we usually think about the beginning of a trial/time point as starting with receiving a new input and of a prediction as being present before that input is received. For implementational purposes, it is most convenient to only compute the prediction once the new input (and with it its arrival time) enters. However, it makes most sense to think of the prediction as happening continuously between the time points, but this is not something that is tracked continuously by the model.\n", "```" ] }, { "cell_type": "markdown", "id": "0b42f5b3-ef6f-41d4-91a9-f1b604db1c80", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Glossary\n", "\n", "```{glossary}\n", "\n", "Gaussian Random Walk\n", " A Gaussian Random Walk is a [Random Walk](https://en.wikipedia.org/wiki/Random_walk) with normally distributed increments. This is a mathematical model used to describe the behaviour of a variable that changes randomly over time. The Generalized Hierarchical Gaussian Filter implies that the behaviour of continuous state nodes is guided by this kind of process. This process can be further complexified by adding a constant drift or an autoregression component.\n", "\n", "Node\n", " HGF models are defined as networks of probabilistic nodes. A node is defined by its parameters (e.g. sufficient statistics, coupling values...) and by its connection with other nodes. The dependencies structure can have more than one dimension (i.e. there are many kinds of dependencies between nodes, especially here the volatility coupling and the value coupling).\n", "\n", "Prediction\n", " At every time $k$, a continuous node $i$ is defined by its sufficient statistics, the mean $\\mu_i^{(k)}$ and its inverse variance, or precision, $\\pi_i^{(k)}$, and hold predictions about the next observed values, denoted $\\hat{\\mu}_i^{(k)}$ and $\\hat{\\pi}_i^{(k)}$.\n", "\n", "Prediction error\n", " Difference between the top-down predictions at node $i$ that is inherited from parents, and the bottom-up incoming observations passed by children nodes.\n", "\n", "Update\n", " At each time $k$, a new value is observed at the input node and the sufficient statistics of the nodes (i.e. beliefs) are updated accordingly from the lower part to the upper part of the structure.\n", "\n", "VAPE\n", " Value prediction error. The error of top-down prediction concerning the node's value ($\\mu_i$).\n", "\n", "VOPE\n", " Volatility prediction error. The error of top-down prediction concerning the node's volatility ($\\pi_i$).\n", "\n", "```" ] }, { "cell_type": "markdown", "id": "af330558-df06-43b0-bf75-0bd77187bdc8", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# System configuration" ] }, { "cell_type": "code", "execution_count": 9, "id": "b29ec7fb-2a4b-4d64-ac66-426f3bc9b6d5", "metadata": { "editable": true, "execution": { "iopub.execute_input": "2025-01-10T13:53:41.907894Z", "iopub.status.busy": "2025-01-10T13:53:41.907648Z", "iopub.status.idle": "2025-01-10T13:53:42.293436Z", "shell.execute_reply": "2025-01-10T13:53:42.292550Z" }, "slideshow": { "slide_type": "" }, "tags": [] }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Last updated: Fri Jan 10 2025\n", "\n", "Python implementation: CPython\n", "Python version : 3.12.3\n", "IPython version : 8.31.0\n", "\n", "pyhgf : 0.2.1.post4.dev0+d49aafe9\n", "jax : 0.4.31\n", "jaxlib: 0.4.31\n", "\n", "seaborn : 0.13.2\n", "sys : 3.12.3 | packaged by conda-forge | (main, Apr 15 2024, 18:38:13) [GCC 12.3.0]\n", "IPython : 8.31.0\n", "numpy : 1.26.0\n", "matplotlib: 3.10.0\n", "\n", "Watermark: 2.5.0\n", "\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -n -u -v -iv -w -p pyhgf,jax,jaxlib" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }