An Introduction to LSTMs in TensorFlow (59:45)

An Introduction to LSTMs in TensorFlow (59:45)

Date Posted: 

April 28, 2017

Date Recorded: 

April 26, 2017

Speaker(s): 

Harini Suresh, Nicholas Locascio
  • Computational Tutorials

Description: 

Long Short Term Memory networks (LSTMs) are a type of recurrent neural network that can capture long term dependencies, which are frequently used for natural language modeling and speech recognition. This tutorial covers the conceptual basics of LSTMs and implements a basic LSTM in TensorFlow. The second part of the tutorial introduces the basics of TensorFlow, an Open Source software package used for implementing neural networks.

Taught by: Harini Suresh & Nick Locascio, MIT

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