An Introduction to LSTMs in Tensorflow

An Introduction to LSTMs in Tensorflow

Speaker: 

Harini Suresh
Nicholas Locascio
  • Computational Tutorials

Date Posted: 

April 28, 2017

Date Recorded: 

April 26, 2017

Description: 

Long Short Term Memory networks (LSTMs) are a type of recurrent neural network that can capture long term dependencies and are frequently used for natural language modeling and speech recognition. In this tutorial we will cover the conceptual basics of LSTMs and implement a basic LSTM in tensorflow. The second part of the tutorial will give an introduction to the basics of tensorflow, an opensource software package used for implementing neural networks.

More information can be found here - https://stellar.mit.edu/S/project/bcs-comp-tut/index.html