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" Parallel Implementation of a Large Scale Biologically Realistic NeoCort ical Neural Network Simulator "


Document Type : Latin Dissertation
Language of Document : English
Record Number : 151207
Doc. No : ET22999
Main Entry : E. Courtenay Wilson
Title Proper : Parallel Implementation of a Large Scale Biologically Realistic NeoCort ical Neural Network Simulator
Note : This document is digital این مدرک بصورت الکترونیکی می باشد
Abstract : This thesis discusses the work that was done to create an object-oriented, bio-logically realistic neocortical-neural network simulator. The object-oriented designfor this simulator enables a flexibility in scale and modularity of the system, as wellas modeling the relationships between neurons in a given network. The simulatoralso incorporates laboratory-determined synaptic and membrane parameters into alarge-scale simulation, thus modeling realistic cortical modules. Parallel processingof this very large-scale, object-oriented simulator is key for modeling biological accu-racy of synaptic and membrane dynamics, while preserving the relationships amongneurons. Results show biological accuracy in synaptic and membrane dynamics, aswell suggesting that computational models of this scope can produce realistic spikeencoding of human speech.-....,....-...,..tested for theQ1 PC1 bus cardBoth these projects mere sofixare des elopment efforts tonards contributing to dlfferentaspects of Roboucs and lZ1echatronics projects m the Controls and Roboucs Group..
Subject : Electericl tess
: برق
electronic file name : TL46228.pdf
Title and statement of responsibility and : Parallel Implementation of a Large Scale Biologically Realistic NeoCort ical Neural Network Simulator [Thesis]
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TL46228.pdf
TL46228.pdf
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