首页 | 本学科首页   官方微博 | 高级检索  
     

通用神经网络硬件中神经元基本数学模型的讨论
引用本文:王守觉,李兆洲,陈向东,王柏南.通用神经网络硬件中神经元基本数学模型的讨论[J].电子学报,2001,29(5):577-580.
作者姓名:王守觉  李兆洲  陈向东  王柏南
作者单位:中国科学院半导体研究所,北京 100083
基金项目:国家自然科学基金! (No 60 0 760 2 0 )
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.

关 键 词:神经网络  神经计算机  神经元数学模型  
文章编号:0372-2112 (2001) 05-0577-04
收稿时间:2000-06-01

Discussion on the Basic Mathematical Models of Neurons in General Purpose Neurocomputer
WANG Shou jue,LI Zhao zhou,CHEN Xiang dong,WANG Bai nan.Discussion on the Basic Mathematical Models of Neurons in General Purpose Neurocomputer[J].Acta Electronica Sinica,2001,29(5):577-580.
Authors:WANG Shou jue  LI Zhao zhou  CHEN Xiang dong  WANG Bai nan
Affiliation:Institute of Semiconductors,CAS,Beijing 100083,China
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.
Keywords:neural network  neurocomputer  mathematical model of neurons
本文献已被 CNKI 维普 万方数据 等数据库收录!
点击此处可从《电子学报》浏览原始摘要信息
点击此处可从《电子学报》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号