- Mountain View CA, US Quoc V. Le - Sunnyvale CA, US Hoang Trieu Trinh - Mountain View CA, US Thang Minh Luong - Mountain View CA, US
International Classification:
G06N 3/08 G06N 3/04
Abstract:
Methods, systems, and apparatus, including computer programs encoded on computer storage media, for structuring and training a recurrent neural network. This describes a technique that improves the ability to capture long term dependencies in recurrent neural networks by adding an unsupervised auxiliary loss at one or more anchor points to the original objective. This auxiliary loss forces the network to either reconstruct previous events or predict next events in a sequence, making truncated backpropagation feasible for long sequences and also improving full backpropagation through time.
Medicine Doctors
Dr. Hoang N Trinh, Union City CA - MD (Doctor of Medicine)
Dr. Trinh graduated from the Ross Univ, Sch of Med, Roseau, Dominica in 2000. He works in Union City, CA and specializes in Family Medicine. Dr. Trinh is affiliated with Washington Hospital.
Danny Torresan, Ivan Nikkhoo, Mario Laplante, Ahmed Brahim, Nathalie Rousseau, Jacques Morris, Louise Vitou, Alex Charest, Celine Cantin, Suzanne Fournier, Sorin Sorescu