{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# \"Recurrent Neural Networks are Turing-Complete\"\n", "> \"In this article, I will review recurrent neural networks. I will also review the concept of Turing machines, and I will then move on to show one of the most fascinating properties of recurrent neural networks: they may be Turing-Complete.\"\n", "\n", "- toc: true\n", "- branch: master\n", "- bibliography: true\n", "- math: true\n", "- badges: true\n", "- comments: true\n", "- categories: [Tutorial, Turing Machines, Recurrent Neural Networks]\n", "- image: images/camacho.png\n", "- hide: false\n", "- search_exclude: true\n", "- metadata_key1: metadata_value1\n", "- metadata_key2: metadata_value2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Introduction\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Recurrent Neural Networks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Turing Machines" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Turing-Completeness" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Recurrent Neural Networks can be Turing-Complete" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## References" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "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": "3.8.3" } }, "nbformat": 4, "nbformat_minor": 4 }