Reverse engineering recurrent neural networks with Jacobian switching linear dynamical systems.
Jimmy T. H. SmithScott W. LindermanDavid SussilloPublished in: CoRR (2021)
Keyphrases
- reverse engineering
- recurrent neural networks
- linear dynamical systems
- dynamical systems
- hidden markov models
- spatio temporal
- neural network
- human motion
- software engineering
- real valued
- video sequences
- feed forward
- recurrent networks
- artificial neural networks
- echo state networks
- dynamic analysis
- object oriented
- gene regulatory networks
- program understanding
- reverse engineer
- dynamic textures
- latent variable models
- nonlinear dynamic systems
- state space
- data model