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» Population encoding with Hodgkin-Huxley neurons
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TIT
2010
87views Education» more  TIT 2010»
13 years 4 days ago
Population encoding with Hodgkin-Huxley neurons
Abstract--The recovery of (weak) stimuli encoded with a population of Hodgkin
Aurel A. Lazar
ICMLA
2010
13 years 3 months ago
Nonlinear Dynamical Multi-Scale Model of Associative Memory
How can we get such reliable behavior from the mind when the brain is made up of such unreliable elements as neurons? We propose that the answer is related to the emergence of stab...
Alexander M. Duda, Stephen E. Levinson
JCNS
2002
71views more  JCNS 2002»
13 years 5 months ago
A Spiking Neuron Model for Binocular Rivalry
Abstract. We present a biologically plausible model of binocular rivalry consisting of a network of HodgkinHuxley type neurons. Our model accounts for the experimentally and psycho...
Carlo R. Laing, Carson C. Chow
NIPS
2007
13 years 6 months ago
Neural characterization in partially observed populations of spiking neurons
Point process encoding models provide powerful statistical methods for understanding the responses of neurons to sensory stimuli. Although these models have been successfully appl...
Jonathan Pillow, Peter E. Latham
NECO
2008
106views more  NECO 2008»
13 years 5 months ago
Faithful Representation of Stimuli with a Population of Integrate-and-Fire Neurons
We consider a formal model of stimulus encoding with a circuit consisting of a bank of filters and an ensemble of integrate-and-fire neurons. Such models arise in olfactory system...
Aurel A. Lazar, Eftychios A. Pnevmatikakis