Bidirectional Recurrent Neural Networks as Generative Models - Reconstructing Gaps in Time Series

Mathias Berglund, Tapani Raiko, Mikko Honkala +3

Bidirectional recurrent neural networks (RNN) are trained to predict both in the positive and negative time directions simultaneously. They have not been used commonly in unsupervi…