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» Chaotic Balanced State in a Model Of Cortical Circuits
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NECO
1998
73views more  NECO 1998»
13 years 4 months ago
Chaotic Balanced State in a Model Of Cortical Circuits
Carl van Vreeswijk, Haim Sompolinsky
NIPS
2003
13 years 6 months ago
Information Dynamics and Emergent Computation in Recurrent Circuits of Spiking Neurons
We employ an efficient method using Bayesian and linear classifiers for analyzing the dynamics of information in high-dimensional states of generic cortical microcircuit models....
Thomas Natschläger, Wolfgang Maass
NN
2000
Springer
123views Neural Networks» more  NN 2000»
13 years 4 months ago
Visual cortical mechanisms of perceptual grouping: interacting layers, networks, columns, and maps
The visual cortex has a laminar organization whose circuits form functional columns in cortical maps. How this laminar architecture supports visual percepts is not well understood...
William D. Ross, Stephen Grossberg, Ennio Mingolla
ESANN
2006
13 years 6 months ago
Dynamical reservoir properties as network effects
It has been proposed that chaos can serve as a reservoir providing an infinite number of dynamical states [1, 2, 3, 4, 5]. These can be interpreted as different behaviors, search a...
Carlos Lourenço
JCNS
2000
126views more  JCNS 2000»
13 years 4 months ago
Alpha-Frequency Rhythms Desynchronize over Long Cortical Distances: A Modeling Study
Neocortical networks of excitatory and inhibitory neurons can display alpha()-frequency rhythms when an animal is in a resting or unfocused state. Unlike some - and -frequency rhy...
Stephanie R. Jones, David J. Pinto, Tasso J. Kaper...