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

Murray W. Mount, Andrew P. Paplinski

Research output: Contribution to conferencePaperOtherpeer-review

1 Citation (Scopus)

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 languageEnglish
Pages947-952
Number of pages6
Publication statusPublished - 1 Dec 1995
EventProceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6) - Perth, Aust
Duration: 27 Nov 19951 Dec 1995

Conference

ConferenceProceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6)
CityPerth, Aust
Period27/11/951/12/95

Cite this

Mount, M. W., & Paplinski, A. P. (1995). 2D simulations of cortical networks in a neural processor array model. 947-952. Paper presented at Proceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6), Perth, Aust, .
Mount, Murray W. ; Paplinski, Andrew P. / 2D simulations of cortical networks in a neural processor array model. Paper presented at Proceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6), Perth, Aust, .6 p.
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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.",
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Mount, MW & Paplinski, AP 1995, '2D simulations of cortical networks in a neural processor array model' Paper presented at Proceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6), Perth, Aust, 27/11/95 - 1/12/95, pp. 947-952.

2D simulations of cortical networks in a neural processor array model. / Mount, Murray W.; Paplinski, Andrew P.

1995. 947-952 Paper presented at Proceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6), Perth, Aust, .

Research output: Contribution to conferencePaperOtherpeer-review

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Mount MW, Paplinski AP. 2D simulations of cortical networks in a neural processor array model. 1995. Paper presented at Proceedings of the 1995 IEEE International Conference on Neural Networks. Part 1 (of 6), Perth, Aust, .