Stochastic Variational Learning in Recurrent Spiking Networks

The ability to learn and perform statistical inference with biologically plausible recurrent network of spiking neurons is an important step towards understanding perception and reasoning. <br/>Here we derive and investigate a new learning rule for recurrent spiking networks with hidden neuro...

Full description

Bibliographic Details
Main Authors: Danilo eJimenez Rezende, Wulfram eGerstner
Format: Article
Language:English
Published: Frontiers Media S.A. 2014-04-01
Series:Frontiers in Computational Neuroscience
Subjects:
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2014.00038/full