Discussion on the Basic Mathematical Models of Neurons in General Purpose Neurocomputer

WANG Shou-jue; LI Zhao-zhou; CHEN Xiang-dong; WANG Bai-nan

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Discussion on the Basic Mathematical Models of Neurons in General Purpose Neurocomputer

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- Discussion on the Basic Mathematical Models of Neurons in General Purpose Neurocomputer
- Acta Electronica Sinica Vol. 29, Issue 5, Pages: 577-580(2001)
- 作者机构：
  
  中国科学院半导体研究所,北京,100083
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP183
- Published Online：25 May 2001，
  
  Published：2001
- 稿件说明：
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WANG Shou-jue, LI Zhao-zhou, CHEN Xiang-dong, et al. Discussion on the Basic Mathematical Models of Neurons in General Purpose Neurocomputer[J]. Acta Electronica Sinica, 2001, 29(5): 577-580.
DOI：

WANG Shou-jue, LI Zhao-zhou, CHEN Xiang-dong, et al. Discussion on the Basic Mathematical Models of Neurons in General Purpose Neurocomputer[J]. Acta Electronica Sinica, 2001, 29(5): 577-580. DOI：

摘要

在介绍了作者实现通用神经网络硬件中应用的通用计算公式的基础上

提出了一种能同时模拟包括RBF与传统BP网络神经元在内的各种神经元通用的新的数学计算模型

并把基于这种通用数学计算模型的神经网络CASSANDRA-Ⅱ型神经计算机结构设计中并予以硬件实现.文中还讨论了它所模拟神经元网络的灵活性.

Abstract

Based on the introduction of the traditional mathematical model of neurons in general-purpose neural network hardware realization

a novel all-purpose mathematical model has been proposed

which can simulate all kinds of neuron architecture

including RBF and BP models

etc.At the same time this model has been realized using hardware and implemented in the new CASSANDRA-Ⅱ neurocomputer that can be used to form many neural networks with multiple mathematical models of neurons.In this paper the flexibility of the new neurons has also been discussed in constructing neural networks.

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1 Institute of Semiconductors,Chinese Academy of Sciences

2 Dept.of Automation,Qiqihaer Light Industry Institute,Heilongjiang Qiqihear

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