{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Capsule Network\n", "================\n", "**Author**: `Jinjing Zhou`\n", "\n", "This Tutorial is for blablabla" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Introduction\n", "\n", "Capsule Network is " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### What's a capsule?\n", "> A capsule is a group of neurons whose activity vector represents the instantiation parameters of a specific type of entity such as an object or an object part. \n", "-- Geoffrey E. Hinton\n", "\n", "Generally Speaking, " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Dynamic Routing Algorithm\n", "Dynamic routing is the algorithm calculates the capsules.\n", "\n", "$\\textbf{for}$ $r$ $\\text{iterations}$ $\\textbf{do}$ \n", "for all capsule $i$ in layer $l$$\\hat{u}$" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.6", "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": "3.6.1" } }, "nbformat": 4, "nbformat_minor": 2 }