82 citations · 121 across the 9 of their papers we have counts for
Showing 2016Show all
2 papers · 1 filter
cs.LG2016★ 18 cited
Protein Secondary Structure Prediction Using Deep Multi-scale Convolutional Neural Networks and Next-Step Conditioning
Akosua Busia, Jasmine Collins, Navdeep Jaitly
Recently developed deep learning techniques have significantly improved the accuracy of various speech and image recognition systems. In this paper we adapt some of these technique…
stat.ML2016★ 82 cited
Capacity and Trainability in Recurrent Neural Networks
Jasmine Collins, Jascha Sohl-Dickstein, David Sussillo
Two potential bottlenecks on the expressiveness of recurrent neural networks (RNNs) are their ability to store information about the task in their parameters, and to store informat…