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» Neural Dynamics with Stochasticity
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NN
1997
Springer
13 years 9 months ago
Neural Dynamics with Stochasticity
Hava T. Siegelmann
IJON
2007
77views more  IJON 2007»
13 years 5 months ago
Reliability and stochastic synchronization in type I vs. type II neural oscillators
Neural reliability and stochastic synchronization are remarkable features of real neurons with important consequences for neural computation. Both phenomena are general properties...
Roberto Fdez. Galán, Bard Ermentrout, Natha...
CEC
2003
IEEE
13 years 10 months ago
Stochastic neural network models for gene regulatory networks
AbstractRecent advances in gene-expression profiling technologies provide large amounts of gene expression data. This raises the possibility for a functional understanding of geno...
Tianhai Tian, Kevin Burrage
NECO
2008
84views more  NECO 2008»
13 years 5 months ago
Stochastic Synchrony of Chaos in a Pulse-Coupled Neural Network with Both Chemical and Electrical Synapses Among Inhibitory Neur
The synchronous firing of neurons in a pulse coupled neural network composed of excitatory and inhibitory neurons is analyzed. The neurons are connected by both chemical synapses ...
Takashi Kanamaru, Kazuyuki Aihara
IJON
2002
91views more  IJON 2002»
13 years 5 months ago
Information transmission by stochastic synapses with short-term depression: neural coding and optimization
The ability of dynamic synapses with short-term depression to transmit the information present in the presynaptic spike train to the postsynaptic neuron is discussed. Both by mini...
Jaime de la Rocha, Angel Nevado, Néstor Par...