Srikanth Cherla

Linear-Time Sequence Classification using Restricted Boltzmann Machines

2017 · arXiv (Cornell University)

Classification of sequence data is the topic of interest for dynamic Bayesian models and Recurrent Neural Networks (RNNs). While the former can explicitly model the temporal dependencies between class variables, the latter have a capability …