An Introduction to LSTMs in TensorFlow (59:45)
- Computational Tutorials
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