Training a Hidden Markov Model with a Bayesian Spiking Neural Network

A million spiking-neuron integrated circuit with a scalable communication network and interface

(2014) P. A. Merolla et al.   SCIENCE

STDP Installs in Winner-Take-All Circuits an Online Approximation to Hidden Markov Model Learning

(2014) David Kappel et al.   PLoS Computational Biology

Bayesian Computation Emerges in Generic Cortical Microcircuits through Spike-Timing-Dependent Plasticity

(2013) Bernhard Nessler et al.   PLoS Computational Biology

A Large-Scale Model of the Functioning Brain

(2012) C. Eliasmith et al.   SCIENCE

Acoustic Modeling Using Deep Belief Networks

(2011) Abdel-rahman Mohamed et al.   IEEE Transactions on Audio Speech and Language Processing

SPIKING NEURAL NETWORKS

(2009) SAMANWOY GHOSH-DASTIDAR et al.   International Journal of Neural Systems

Spike Timing–Dependent Plasticity: A Hebbian Learning Rule

(2008) Natalia Caporale et al.   Annual Review of Neuroscience

Bayesian Spiking Neurons I: Inference

(2007) Sophie Deneve   NEURAL COMPUTATION