Jump to ContentJump to Main Navigation

You are looking at 1-4 of 4 items

  • Keywords: spiking neurons x
Clear All Modify Search

View:

Contextual Modulations of Visual Receptive Fields: A Bayesian Perspective

Sophie Denève and Timm Lochmann

in Sensory Cue Integration

Published in print:
2011
Published Online:
September 2012
ISBN:
9780195387247
eISBN:
9780199918379
Item type:
chapter
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780195387247.003.0022
Subject:
Psychology, Cognitive Neuroscience, Cognitive Psychology

This chapter proposes a normative neural model of visual processing under the assumption that visual spiking neurons optimally detect the presence of independent objects in dynamic visual scenes. ... More


Modeling Point Neurons: From Hodgkin-Huxley to Integrate-and-Fire

Nicolas Brunel

in Computational Modeling Methods for Neuroscientists

Published in print:
2009
Published Online:
August 2013
ISBN:
9780262013277
eISBN:
9780262258722
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262013277.003.0008
Subject:
Neuroscience, Techniques

This chapter explores the point neurons, i.e., neurons without shape that form the basis of many network models. It discusses why and in which conditions simplified spiking neurons are useful, and ... More


Neural Models of Bayesian Belief Propagation

Rajesh P. N. Rao

in Bayesian Brain: Probabilistic Approaches to Neural Coding

Published in print:
2006
Published Online:
August 2013
ISBN:
9780262042383
eISBN:
9780262294188
Item type:
chapter
Publisher:
The MIT Press
DOI:
10.7551/mitpress/9780262042383.003.0011
Subject:
Neuroscience, Disorders of the Nervous System

This chapter discusses neural models of Bayesian inference through belief propagation. It analyses neural implementations of the belief propagation algorithm based on linear recurrent networks, ... More


How to Build a Brain: A Neural Architecture for Biological Cognition

Chris Eliasmith

Published in print:
2013
Published Online:
January 2014
ISBN:
9780199794546
eISBN:
9780199345236
Item type:
book
Publisher:
Oxford University Press
DOI:
10.1093/acprof:oso/9780199794546.001.0001
Subject:
Neuroscience, Behavioral Neuroscience, Techniques

How to build a brain provides a detailed, guided exploration of a new cognitive architecture that takes biological detail seriously, while addressing cognitive phenomena. The Semantic ... More


View: