Search Results for author: Eric Martin

Found 3 papers, 1 papers with code

In silico generation of novel, drug-like chemical matter using the LSTM neural network

no code implementations20 Dec 2017 Peter Ertl, Richard Lewis, Eric Martin, Valery Polyakov

In this article we present a method to generate molecules using a long short-term memory (LSTM) neural network and provide an analysis of the results, including a virtual screening test.

Drug Discovery

Parallelizing Linear Recurrent Neural Nets Over Sequence Length

1 code implementation ICLR 2018 Eric Martin, Chris Cundy

Recurrent neural networks (RNNs) are widely used to model sequential data but their non-linear dependencies between sequence elements prevent parallelizing training over sequence length.

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