Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks

Yanping Huang, Rajesh P. N. Rao. Neurons as Monte Carlo Samplers: Bayesian Inference and Learning in Spiking Networks. In Zoubin Ghahramani, Max Welling, Corinna Cortes, Neil D. Lawrence, Kilian Q. Weinberger, editors, Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, December 8-13 2014, Montreal, Quebec, Canada. pages 1943-1951, 2014. [doi]

Abstract

Abstract is missing.