Versatile Networks of Simulated Spiking Neurons Displaying Winner-Take-All Behavior

Versatile Networks of Simulated Spiking Neurons Displaying Winner-Take-All Behavior

We describe simulations of large-scale networks of excitatory and inhibitory spiking neurons that can generate dynamically stable winner-take-all (WTA) behavior. The network connectivity is a variant of center-surround architecture that we call center-annular-surround (CAS). In this architecture eac...

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Bibliographic Details
Main Authors: Yanqing eChen, Jeffrey L Mckinstry, Gerald M Edelman
Format: Article
Language:English
Published: Frontiers Media S.A. 2013-03-01
Series:Frontiers in Computational Neuroscience
Subjects:
neurorobotics
Sensorimotor control
brain-based computational model
Motor Control and learning/plasticity
spike-timing dependent plasticity
large-scale spiking neural networks
Online Access:http://journal.frontiersin.org/Journal/10.3389/fncom.2013.00016/full

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http://journal.frontiersin.org/Journal/10.3389/fncom.2013.00016/full

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