DocumentCode
501111
Title
Comprehensive Bionic Neuron Unified Model
Author
Lv, Jin ; Yang, Xiao-Jun ; GUO, Chen
Author_Institution
Sch. of Inf. Eng., Chang´´an Univ., Xi´´an, China
Volume
1
fYear
2009
fDate
6-7 June 2009
Firstpage
443
Lastpage
446
Abstract
Synthesize the 12 basic characteristics of the biologic neuron universally approbated by current biomedical and the engineering science field, and based on it put forward a novel unified framework model of artificial neuron - comprehensive bionic neuron which reflect more complete characteristics of the biologic neuron. Using this unified model to represent the various familiar neuron models and various learning algorithms, its validity is proved.
Keywords
artificial intelligence; biocybernetics; neural nets; neurophysiology; artificial intelligence; artificial neuron; bionic neuron unified model; Artificial intelligence; Artificial neural networks; Biological system modeling; Biology; Biomedical engineering; Educational institutions; Electronic mail; Mathematics; Nerve fibers; Neurons; artificial intelligence; artificial neural network; neuron model; unified model;
fLanguage
English
Publisher
ieee
Conference_Titel
Computational Intelligence and Natural Computing, 2009. CINC '09. International Conference on
Conference_Location
Wuhan
Print_ISBN
978-0-7695-3645-3
Type
conf
DOI
10.1109/CINC.2009.8
Filename
5231100
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