Title: LSTMs in Python (Keras and Lasagne
Speaker: Saurav Gupta
Abstract:
Long Short Term Memory Neural Networks(LSTMs) are a variant of Recurrent
Neural Networks that have worked well for a variety of tasks such as
speech recognition, machine translation, language modeling and the like.
We'll look at an example of training a language model with Keras. And
we'll also implement custom layers in Lasagne with an example of Highway
Networks [1].
[1] http://arxiv.org/abs/1505.00387