BehaveNet: nonlinear embedding and Bayesian neural decoding of behavioral videos.
Eleanor BattyMatthew R. WhitewayShreya SaxenaDan BidermanTaiga AbeSimon MusallWinthrop GillisJeffrey MarkowitzAnne ChurchlandJohn P. CunninghamSandeep R. DattaScott W. LindermanLiam PaninskiPublished in: NeurIPS (2019)
Keyphrases
- recurrent neural network model
- manifold embedding
- neural model
- nonlinear manifold learning
- parity check
- neural network
- network architecture
- video sequences
- vector space
- video data
- video frames
- bayesian inference
- nonlinear dynamics
- video database
- posterior distribution
- maximum likelihood
- decoding algorithm
- video content
- bayesian networks
- video analysis
- video clips
- gaussian processes
- video surveillance
- posterior probability
- multimedia