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» On the Simulation of Large Populations of Neurons
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JCNS
2000
68views more  JCNS 2000»
13 years 4 months ago
On the Simulation of Large Populations of Neurons
Abstract. The dynamics of large populations of interacting neurons is investigated. Redundancy present in sub
A. Omurtag, Bruce W. Knight, L. Sirovich
JCNS
2000
165views more  JCNS 2000»
13 years 4 months ago
A Population Density Approach That Facilitates Large-Scale Modeling of Neural Networks: Analysis and an Application to Orientati
We explore a computationally efficient method of simulating realistic networks of neurons introduced by Knight, Manin, and Sirovich (1996) in which integrate-and-fire neurons are ...
Duane Q. Nykamp, Daniel Tranchina
IJON
2000
76views more  IJON 2000»
13 years 4 months ago
Fast neural network simulations with population density methods
The complexity of neural networks of the brain makes studying these networks through computer simulation challenging. Conventional methods, where one models thousands of individua...
Duane Q. Nykamp, Daniel Tranchina
IJON
2006
91views more  IJON 2006»
13 years 4 months ago
Event-based simulation strategy for conductance-based synaptic interactions and plasticity
The immense computational and adaptive power of the cerebral cortex emerges from the collective dynamics of large populations of interacting neurons. Thus, for theoretical investi...
Michelle Rudolph, Alain Destexhe
ISCAS
2007
IEEE
80views Hardware» more  ISCAS 2007»
13 years 11 months ago
Probabilistic Modelling of Phase-tuned Disparity Energy Neuron Populations
- We present a low dimensional Bayes probabilistic model for the population of binocular disparity energy neurons centered at the same retinal location, but selective to different ...
Eric K. C. Tsang, Bertram Emil Shi