Mapping Generative Models onto Networks of Digital Spiking Neurons.
Bruno U. PedroniSrinjoy DasJohn V. ArthurPaul MerollaBryan L. JacksonDharmendra S. ModhaKenneth Kreutz-DelgadoGert CauwenberghsPublished in: CoRR (2015)
Keyphrases
- generative model
- spiking neurons
- probabilistic model
- spiking neural networks
- discriminative models
- em algorithm
- biologically plausible
- conditional random fields
- discriminative learning
- prior knowledge
- neural network
- feed forward
- hebbian learning
- topic models
- semi supervised
- spike trains
- expectation maximization
- biologically inspired
- information extraction
- pairwise