{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "#Make sure retinatools is in the python path\n", "import sys\n", "sys.path.append('../') " ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import pylab as pl\n", "from retinatools.library import filter_video_PC, get_PC_response, compare_to_file" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Cell 284" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "fitparameters = {'xoff': 0.0, 'yoff': -1.0, 'rcenterM': 3.5, 'rcenterL': 29, \\\n", " 'lum_factor': 200, 'tau1': 7.4, 'tau2': 76, 'k1': 0.040, 'tau3': 1400,\\\n", " 'alpha': 0.68, 'k2': 2.9, 'o1': 0.18, 'dt': 1000/150.}" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "lum_signalM, lum_signalL = filter_video_PC('../stimuli/1x10_256.mpg', 9750, fitparameters)\n", "Rpc = get_PC_response(lum_signalM, lum_signalL, fitparameters, \"Gon\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.77803242901496" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compare_to_file('./data/File284Gon.txt', Rpc, fitparameters['dt'], 0, 1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Cell 130" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "fitparameters = {'xoff': 2.9, 'yoff': -2.2, 'rcenterM': 4.9, 'rcenterL': 32, \\\n", " 'lum_factor': 290, 'tau1': 7.8, 'tau2': 100, 'k1': 0.018, 'tau3': 2000,\\\n", " 'alpha': 0.71, 'k2': 3.0, 'o1': 0.06, 'dt': 1000/150.}" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "lum_signalM, lum_signalL = filter_video_PC('../stimuli/1x10_256.mpg', 9750, fitparameters)\n", "Rpc = get_PC_response(lum_signalM, lum_signalL, fitparameters, \"Gon\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.7773717115038241" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compare_to_file('./data/File130Gn.txt', Rpc, fitparameters['dt'], 0, 1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Cell 287" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "fitparameters = {'xoff': -5.7, 'yoff': 2.9, 'rcenterM': 4.6, 'rcenterL': 26, \\\n", " 'lum_factor': 330, 'tau1': 8.1, 'tau2': 72, 'k1': 0.024, 'tau3': 3000,\\\n", " 'alpha': 0.78, 'k2': 1.0, 'o1': 0.04, 'dt': 1000/150.}" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "lum_signalM, lum_signalL = filter_video_PC('../stimuli/1x10_256.mpg', 9750, fitparameters)\n", "Rpc = get_PC_response(lum_signalM, lum_signalL, fitparameters, \"Gon\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "0.7643298886394182" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "compare_to_file('./data/File287Gon.txt', Rpc, fitparameters['dt'], 0, 1)" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "pl.rcParams['figure.figsize'] = [15, 4]\n", "\n", "cell_activityA = np.loadtxt('./data/File130Gn.txt')\n", "pl.plot(cell_activityA[:,0], label = '#130 Gon')\n", "\n", "cell_activityC = np.loadtxt('./data/File284Gon.txt')\n", "pl.plot(cell_activityC[:,0], label = '#284 Gon')\n", "\n", "cell_activityC = np.loadtxt('./data/File287Gon.txt')\n", "pl.plot(cell_activityC[:,0], label = '#287 Gon')\n", "\n", "pl.xlim([0,300])\n", "pl.ylim([0,1.0])\n", "pl.legend();" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.9.1" } }, "nbformat": 4, "nbformat_minor": 2 }