Response Characterization for Auditing Cell Dynamics in Long Short-term Memory Networks

Ramin M. Hasani, Alexander Amini, Mathias Lechner +3

In this paper, we introduce a novel method to interpret recurrent neural networks (RNNs), particularly long short-term memory networks (LSTMs) at the cellular level. We propose a s…