2D simulations of cortical networks in a neural processor array model

Murray W. Mount; Andrew P. Paplinski

2D simulations of cortical networks in a neural processor array model

Murray W. Mount, Andrew P. Paplinski

Research output: Contribution to conference › Paper

Abstract

This paper discusses the modelling capabilities of a proposed biologically motivated Neural Processor (NP) Array. The device will employ a novel, extendible 3-dimensional architecture which provides considerable flexibility in the modelling of a range of biologically realistic neural mechanisms and structures. Using a simplified 2-dimensional NP array model developed using the MATLAB/SIMULINK dynamic systems analysis software, some sample models and simulated behaviour of a single branching neuron, and a small competitive network inspired by the structures of the cortex are presented.

Original language	English
Pages	947-952
Number of pages	6
Publication status	Published - 1 Dec 1995
Event	IEEE International Joint Conference on Neural Networks 1995 - Perth, Australia Duration: 27 Nov 1995 → 1 Dec 1995

Conference

Conference	IEEE International Joint Conference on Neural Networks 1995
Abbreviated title	ICNN 1995
Country	Australia
City	Perth
Period	27/11/95 → 1/12/95

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Link to publication in Scopus

Cite this

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title = "2D simulations of cortical networks in a neural processor array model",

abstract = "This paper discusses the modelling capabilities of a proposed biologically motivated Neural Processor (NP) Array. The device will employ a novel, extendible 3-dimensional architecture which provides considerable flexibility in the modelling of a range of biologically realistic neural mechanisms and structures. Using a simplified 2-dimensional NP array model developed using the MATLAB/SIMULINK dynamic systems analysis software, some sample models and simulated behaviour of a single branching neuron, and a small competitive network inspired by the structures of the cortex are presented.",

author = "Mount, {Murray W.} and Paplinski, {Andrew P.}",

year = "1995",

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AB - This paper discusses the modelling capabilities of a proposed biologically motivated Neural Processor (NP) Array. The device will employ a novel, extendible 3-dimensional architecture which provides considerable flexibility in the modelling of a range of biologically realistic neural mechanisms and structures. Using a simplified 2-dimensional NP array model developed using the MATLAB/SIMULINK dynamic systems analysis software, some sample models and simulated behaviour of a single branching neuron, and a small competitive network inspired by the structures of the cortex are presented.

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