SEMI OpenIR  > 中国科学院半导体研究所(2009年前)
The structure and function of neurons with variable nonlinear transfer function
Wang, SJ; Liu, YY; Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.
2005
Conference NameInternational Conference on Neural Networks and Brain (ICNN&B 2005)
Source PublicationProceedings of the 2005 International Conference on Neural Networks and Brain
PagesVols 1-3: 298-300
Conference DateOCT 13-15, 2005
Conference PlaceBeijing, PEOPLES R CHINA
Publication Place345 E 47TH ST, NEW YORK, NY 10017 USA
PublisherIEEE
ISBN0-7803-9422-4
metadata_83chinese acad sci, inst semicond, lab artificial neural networks, beijing 100083, peoples r china
AbstractOne novel neuron with variable nonlinear transfer function is firstly proposed, It could also be called as subsection transfer function neuron. With different transfer function components, by virtue of multi-thresholded, the variable transfer function neuron switch on among different nonlinear excitated state. And the comparison of output's transfer characteristics between it and single-thresholded neuron will be illustrated, with some practical application experiments on Bi-level logic operation, at last the simple comparison with conventional BP, RBF, and even DBF NN is taken to expect the development foreground on the variable neuron.. The novel nonlinear transfer function neuron could implement the random nonlinear mapping relationship between input layer and output layer, which could make variable transfer function neuron have one much wider applications on lots of reseach realm such as function approximation pattern recognition data compress and so on.
Subject Area人工智能
Funding OrganizationChina Neural Networks Council.; IEEE Computat Intelligence Soc, Beijing Chapter.; Chinese Inst Elect.; Chinese Assoc Artificial Intelligence.
Indexed ByCPCI-S
Language英语
Document Type会议论文
Identifierhttp://ir.semi.ac.cn/handle/172111/9942
Collection中国科学院半导体研究所(2009年前)
Corresponding AuthorWang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.
Recommended Citation
GB/T 7714
Wang, SJ,Liu, YY,Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.. The structure and function of neurons with variable nonlinear transfer function[C]. 345 E 47TH ST, NEW YORK, NY 10017 USA:IEEE,2005:Vols 1-3: 298-300.
Files in This Item:
File Name/Size DocType Version Access License
2353.pdf(495KB) 限制开放--Application Full Text
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Wang, SJ]'s Articles
[Liu, YY]'s Articles
[Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.]'s Articles
Baidu academic
Similar articles in Baidu academic
[Wang, SJ]'s Articles
[Liu, YY]'s Articles
[Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Wang, SJ]'s Articles
[Liu, YY]'s Articles
[Wang, SJ, Chinese Acad Sci, Inst Semicond, Lab Artificial Neural Networks, Beijing 100083, Peoples R China.]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.