Department of Statistics, Stanford University, Stanford, CA 94305; Department of Electrical Engineering, Stanford University, Stanford, CA 94305; Institute for Computational and Mathematical Engineering, Stanford University, Stanford, CA 94305
Jimmy Smith, Scott Linderman, David Sussillo
recurrent neural networks;RNNs;switching linear dynamical systems;SLDS;interpretability;dynamical systems;reverse engineering;fixed points
Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems