{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Sensor manifold explanation\n", "\n", "## 1. Sampling according to a cortical magnification function \n", "\n", "We will begin with some foundations here, before we move into the use of the `fovi` package. This will help you understand what you are actually doing.\n", "\n", "The first key idea is that of cortical magnification -- the amount of V1 (in mm) taken up by a fixed amount of visual space (in deg). We will consider 1D cortical magnification, since cortical magnification depends mainly on eccentricity and is otherwise locally isotropic -- that is, it is the same when measuring as a function of eccentricity or polar angle. \n", "\n", "We use the cortical magnification function:\n", "\n", "$M(r)=\\frac{1}{r+a}$\n", "\n", "Where $r$ is the radius or eccentricity, and $a$ is a hyperparameter that controls the degree of foveation (smaller = stronger foveation). We will visualize a range of CMFs across $a$ values later." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "%load_ext autoreload\n", "%autoreload 2\n", "\n", "import numpy as np\n", "import matplotlib.pyplot as plt\n", "import cmasher as cmr\n", "\n", "fov = 16 # field-of-view diameter\n", "max_rad = fov/2 # field-of-view radis\n", "cmf_a = 0.5 # foveation hyperparameter\n", "k = 1 # unimportant scaling factor; used when modeling actual V1 size\n", "num_points = 50 # number of samples to take along the eccentricity dimension\n", "\n", "def cmf(r, a, k):\n", " \"\"\"\n", " cortical magnification function\n", " r: radius\n", " a: foveal radius\n", " k: scaling factor\n", " \"\"\"\n", " return k/(r+a)\n", "\n", "def cmf_integral(r, a, k):\n", " \"\"\"\n", " integral of the cmf\n", " \"\"\"\n", " return k*np.log(r+a)\n", "\n", "def r_from_w(w, a, k):\n", " \"\"\"\n", " solve visual field radius from log-radius\n", " \"\"\"\n", " return np.exp(w/k) - a\n", "\n", "r = np.linspace(0, max_rad, 1000) # not critical to sample with num_points here, this is just to get the shape of the curve\n", "m_w = cmf(r, cmf_a, k)\n", "w = cmf_integral(r, cmf_a, k)\n", "samp_w = np.linspace(np.min(w),np.max(w),num_points)\n", "new_r = r_from_w(samp_w, cmf_a, k)\n", "\n", "# compute w-shift (this is the +C missing from our integral solution)\n", "c = -samp_w.min()\n", "samp_w = samp_w + c\n", "w = w + c\n", "\n", "s=4\n", "\n", "# drop units\n", "fig, axs = plt.subplots(1, 3, figsize=(8,2.5), dpi=200)\n", "\n", "ax = axs[0]\n", "ax.scatter(r, m_w, c=r, cmap='cmr.eclipse_r', s=s)\n", "ax.set_xlabel(r'$r$')\n", "ax.set_ylabel(r'$M(r)=\\dfrac{1}{r+a}$')\n", "# ax.axvline(0.5, 0, 1, color='k', linestyle='--', linewidth=0.5)\n", "# ax.text(0.15, 0.9, r'$r=a=0.5$', transform=ax.transAxes, fontsize=10, verticalalignment='top')\n", "ax.set_ylim(bottom=0)\n", "\n", "ax = axs[1]\n", "ax.scatter(r, w, c=r, cmap='cmr.eclipse_r', s=s)\n", "ax.set_xlabel(r'$r$')\n", "ax.set_ylabel(r'w=$\\int M(r) dr=\\log(r+a) + C$', fontsize=9)\n", "\n", "ax = axs[2]\n", "ax.scatter(samp_w, new_r, alpha=1, s=s, c=new_r, cmap='cmr.eclipse_r')\n", "ax.set_xlabel(r'w')\n", "ax.set_ylabel(r'$r=e^w-a$')\n", "plt.tight_layout()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 1b. Variable foveation via variable cortical magnification\n", "\n", "We can create a spectrum of foveated sensors by varying the foveal diameter $a$ given fixed total resources.\n", "\n", "Here, we normalize the CMF using a constant $k_a$, where $k_a = \\left(\\int_0^{r_{\\text{max}}} \\frac{1}{r+a}\\,dr\\right)^{-1}$, in order to normalize the area-under-the-curve across models." ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pandas as pd\n", "import seaborn as sns\n", "df = {'cmf_a':[], 'r':[], 'm_r':[], 'log_cmf_a':[]}\n", "for cmf_a in [0.05, 0.5, 2, 8, 50, 500]:\n", " r = np.linspace(0, max_rad, 1000) # not critical to sample with num_points here, this is just to get the shape of the curve\n", " m_r = cmf(r, cmf_a, k)\n", " # normalize m_r to have unit AUC\n", " auc = cmf_integral(max_rad, cmf_a, 1) - cmf_integral(0, cmf_a, 1)\n", " m_r = cmf(r, cmf_a, 1/auc)\n", " for r_i, m_r_i in zip(r, m_r):\n", " df['cmf_a'].append(cmf_a)\n", " df['r'].append(r_i)\n", " df['m_r'].append(m_r_i)\n", " df['log_cmf_a'].append(np.log(cmf_a))\n", "df = pd.DataFrame(df)\n", "\n", "plt.figure(figsize=(2.5,2.5), dpi=150)\n", "sns.lineplot(data=df, x='r', y='m_r', hue='log_cmf_a', linewidth=3)\n", "handles, labels = plt.gca().get_legend_handles_labels()\n", "# Replace log_cmf_a labels with actual cmf_a values\n", "new_labels = []\n", "for l in labels:\n", " try:\n", " # log_cmf_a is used as hue, so l is a float string of log(cmf_a)\n", " log_cmf_a = float(l)\n", " cmf_a_val = np.exp(log_cmf_a)\n", " # Format nicely, e.g. 0.1, 1, 4, 16, 100, 1000\n", " if cmf_a_val < 1:\n", " label_str = f\"{cmf_a_val:.1f}\"\n", " else:\n", " label_str = f\"{int(np.round(cmf_a_val)):d}\"\n", " # if np.abs(cmf_a_val - 500) < 0.01:\n", " # label_str += ' (uniform)'\n", " new_labels.append(label_str)\n", " except Exception:\n", " new_labels.append(l)\n", "plt.legend(handles, new_labels, title='$a$ (°)', fontsize=8, bbox_to_anchor=[1,1.05], loc='upper right')\n", "plt.xticks([0,2,4,6,8])\n", "plt.yscale('log')\n", "ax = plt.gca()\n", "ax.spines['right'].set_visible(False)\n", "ax.spines['top'].set_visible(False)\n", "plt.xlabel('$r$')\n", "plt.ylabel(r'$\\dfrac{k_a}{r+a}$')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## 2. Locally isotropic sampling of angles\n", "\n", "We just showed how to sample eccentricity values. The next step is to sample some number of angles at each eccentricity, such that the distance between angular points is approximately the same as the distance between eccentricity points. This satisfies our desire for locally isotropic sampling." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "import torch\n", "\n", "fov = 16\n", "cmf_a = 0.5\n", "\n", "num_points = 10\n", "\n", "# r_delta = max_rad / num_points\n", "r = np.linspace(0, max_rad, 1000) # not critical to sample with num_points here, this is just to get the shape of the curve\n", "m_w = cmf(r, cmf_a, k)\n", "w = cmf_integral(r, cmf_a, k)\n", "w_delta = (np.max(w) - np.min(w))/(num_points-1)\n", "samp_w = np.linspace(np.min(w),np.max(w)+w_delta,num_points+1, endpoint=True)\n", "radii = r_from_w(samp_w, cmf_a, k)\n", "\n", "# fulfill approximate isotropy: make the difference between neighboring angles equal to the difference in neighboring radii\n", "n_angles_init = 1\n", "n_angles = [n_angles_init]\n", "all_angles = [[0]]\n", "for ii in range(1, num_points):\n", " # average curr to prev and curr to next radius dists\n", " radius_diff = ((radii[ii] - radii[ii-1]) + (radii[ii+1] - radii[ii])) / 2 \n", "\n", " # determine the number of angles s.t. arc length distance between points is close to radius_diff\n", " n_angles_ii = len(torch.arange(0,2*torch.pi*radii[ii],radius_diff))\n", " n_angles.append(n_angles_ii)\n", " # now ensure even spacing\n", " angles = np.linspace(0, 2*np.pi, n_angles_ii, endpoint=False)\n", " all_angles.append(angles)\n", "n_angles = torch.tensor(n_angles) \n", "\n", "# remove extra radius\n", "radii = radii[:-1]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Given the number of angles at each radius, we can now create our sampling grid" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "samples = []\n", "for ii, rad_i in enumerate(radii):\n", " angles = all_angles[ii]\n", " for angle in angles:\n", " x = rad_i*np.cos(angle)\n", " y = rad_i*np.sin(angle)\n", " samples.append(np.array([x, y]))\n", "samples = np.stack(samples, 0)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "plt.figure(figsize=(4.5,4))\n", "plt.scatter(x=samples[:,0], y=samples[:,1], s=20, alpha=1, c=np.sqrt(samples[:,0]**2 + samples[:,1]**2), cmap='cmr.eclipse_r')\n", "plt.axis('equal')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Normally, we would just use the SamplingCoords class for this. We will highlight this more in the next notebook.\n", "\n", "Note that the Cartesian coordinates from SamplingCoords are normalized to lie between -1 and 1" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from fovi.sensing.coords import SamplingCoords\n", "\n", "# coords, polar_coords, plotting_coords = get_isotropic_sampling_coords(fov, cmf_a, num_points)\n", "coords = SamplingCoords(fov, cmf_a, num_points)\n", "\n", "plt.figure(figsize=(4.5,4))\n", "plt.scatter(x=coords.cartesian[:,0], y=coords.cartesian[:,1], c=coords.polar[:,0], cmap='cmr.eclipse_r', s=20, alpha=1)\n", "plt.axis('equal')\n", "plt.colorbar()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Sensor manifold\n", "\n", "Great, now we can move onto the key insight that allows us to do structured (e.g. convolutional) processing on this non-uniform array of samples. \n", "\n", "This insight is that we can expand these samples into a third dimension such that all points are equidistant to their neighbors. Thankfully, Rovamo & Virsu (1984) developed the mathematical framework for this. \n", "\n", "The 3-D coordinates in which this manifold lives are stored in coords.cortical.\n", "\n", "Coordinate systems:\n", "- $(x, y)$ -> visual cartesian coordiantes (`coords.cartesian`)\n", "- $(r, \\theta)$ -> visual polar coordinates (`coords.polar`)\n", "- $(\\rho, z, \\phi)$ -> cortical cylindrical coordinates (not stored, but used in `fovi.sensing.manifold`)\n", "- $(x_c, y_c, z_c)$ -> cortical cartesian coordinates (`coords.cortical`)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Diving into the math of the sensor manifold is beyond the scope of this notebook. However, if you are curious, I encourage you to check out the references as well a the `SensorManifold` class in `fovi.sensing.manifold` to see how this works in more detail. We use numerical methods to solve the equations for our particular cortical magnification function.\n", "\n", "For now, we'll plot the manifold, and later, we'll learn how to do convolution on its surface" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from mpl_toolkits.mplot3d import Axes3D\n", "import torch\n", "\n", "cmf_a = 0.5\n", "fov = 16\n", "n_radii = 50\n", "\n", "coords = SamplingCoords(fov, cmf_a, n_radii)\n", "\n", "fig = plt.figure()\n", "ax = fig.add_subplot(111, projection='3d', azim=-55, elev=15)\n", "scatter = ax.scatter(coords.cortical[:,2], coords.cortical[:,0], coords.cortical[:,1], s=4, c=coords.polar[:,0], cmap='cmr.eclipse_r')\n", "ax.axis('equal')\n", "# ax.axis('off')\n", "plt.xlabel('z')\n", "plt.ylabel('x')\n", "plt.gca().set_zlabel('y')\n", "plt.tight_layout()\n", "plt.show()\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Last, we'll provide some visual intuition for how the sensor manifold transforms from non-uniform density and no magnification, to uniform density with magnification" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def blend(coords, alpha):\n", " \"\"\"\n", " interpolate between cartesian and cortical coordinates\n", " \"\"\"\n", " cart_3d = coords.cartesian\n", " cart_3d = torch.cat((cart_3d, torch.zeros(cart_3d.shape[0],1)),1)\n", " for ind in np.arange(2):\n", " cart_3d[:,ind] = torch.max(coords.cortical[:,ind])*cart_3d[:,ind]/torch.max(cart_3d[:,ind])\n", " # cart_3d = cart_3d/torch.max(cart_3d)*\n", " return (1-alpha)*cart_3d + (alpha)*coords.cortical\n", "\n", "def local_density(coords, k=8, device='cuda'):\n", " \"\"\"\n", " return average distance to k-nearest-neighbors\n", " \"\"\"\n", " coords = coords.to(device)\n", " dists = torch.cdist(coords, coords)\n", " # dists[dists.argmin(0),:] = 100000\n", " dists, _ = torch.sort(dists, 0)\n", " dists = dists[1:k+1].mean(0).to('cpu')\n", " return -dists\n", "\n", "def make_density_plot(ax, blended, cmap, s, elev=None, azim=None, roll=None, show_cbar=True):\n", " color = local_density(blended, k=1, device='cpu')\n", " color_range = initial_densityk1.max() - initial_densityk1.min()\n", " vmin=color.median() - color_range/2\n", " vmax=color.median() + color_range/2\n", " labels = ['Low density', 'High density']\n", " scatter = ax.scatter(blended[:,2], -blended[:,0], -blended[:,1], alpha=1, s=s, c=color, vmin=vmin, vmax=vmax, cmap=cmap)\n", " # add final alpha scatter invisibly to set bounds\n", " # ax.scatter(coords.cortical[:,2], coords.cortical[:,0], coords.cortical[:,1], alpha=0)\n", " if cmap is not None and show_cbar:\n", " cbar = plt.colorbar(scatter, ax=ax, shrink=0.5, label=None) #, orientation='vertical')\n", " cbar.ax.set_xticks([])\n", " cbar.ax.set_yticks([vmin, vmax], labels)\n", " ax.view_init(elev=elev, azim=azim, roll=roll)\n", " ax.axis('equal')\n", " ax.axis('off')\n", "\n", "sizes = [0.2, 2, 8]\n", "# sizes = [4, 4 ,4]\n", "initial_densityk1 = local_density(blend(coords, 0), k=1, device='cpu')\n", "\n", "# transformation figure\n", "for param_name, params in {\n", " 'outer':dict(roll=177, elev=173, azim=304), \n", " # 'inner':dict(azim=-55, elev=15, roll=0),\n", " }.items():\n", " fig = plt.figure(figsize=(15,5))\n", " blended = blend(coords, alpha=0)\n", " ax1 = fig.add_subplot(131, projection='3d', **params)\n", " scatter = ax1.scatter(blended[:,2], blended[:,0], blended[:,1], s=sizes[0], alpha=1, c=coords.polar[:,0], cmap='cmr.eclipse_r')\n", " ax1.axis('equal')\n", " ax1.axis('off')\n", " ax1.set_title('Original Cartesian')\n", "\n", " # intermediate unfolding\n", " blended = blend(coords, alpha=0.5) \n", " ax2 = fig.add_subplot(132, projection='3d', **params)\n", " scatter = ax2.scatter(blended[:,2], blended[:,0], blended[:,1], s=sizes[1], alpha=1, c=coords.polar[:,0], cmap='cmr.eclipse_r')\n", " ax2.axis('equal')\n", " ax2.axis('off')\n", " ax2.set_title('Intermediate Unfolding')\n", "\n", " # cortical view\n", " ax3 = fig.add_subplot(133, projection='3d', **params)\n", " scatter = ax3.scatter(coords.cortical[:,2], coords.cortical[:,0], coords.cortical[:,1], s=sizes[2], alpha=1, c=coords.polar[:,0], cmap='cmr.eclipse_r')\n", " ax3.axis('equal')\n", " ax3.axis('off') \n", " ax3.set_title('Cortical Surface')\n", "\n", " plt.tight_layout()\n", " plt.show()\n", "\n", " cmap ='coolwarm'\n", "\n", " fig = plt.figure(figsize=(15,5))\n", " blended = blend(coords, alpha=0)\n", " ax1 = fig.add_subplot(131, projection='3d', **params)\n", " make_density_plot(ax1, blended, cmap, sizes[0], show_cbar=False, **params)\n", " ax1.set_title('Original Cartesian')\n", "\n", " # intermediate unfolding\n", " blended = blend(coords, alpha=0.5) \n", " ax2 = fig.add_subplot(132, projection='3d', **params)\n", " make_density_plot(ax2, blended, cmap, sizes[1], show_cbar=False, **params)\n", " ax2.set_title('Intermediate Unfolding')\n", "\n", " # cortical view\n", " ax3 = fig.add_subplot(133, projection='3d', **params)\n", " make_density_plot(ax3, coords.cortical, cmap, sizes[2], show_cbar=False, **params)\n", " ax3.set_title('Cortical Surface')\n", "\n", " plt.tight_layout()\n", " plt.show()\n", "\n", " " ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python (foveation2)", "language": "python", "name": "foveation2" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.18" } }, "nbformat": 4, "nbformat_minor": 2 }