DocumentCode
2407336
Title
Novel 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
fYear
2009
fDate
15-16 May 2009
Firstpage
1
Lastpage
4
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
biocybernetics; learning (artificial intelligence); neural nets; artificial intelligence; artificial neural network; biologic neuron; biomedical engineering; bionic neuron; learning algorithms; unified model; Artificial intelligence; Artificial neural networks; Automation; Biological system modeling; Biology; Biomedical engineering; Educational institutions; Electronic mail; Mechatronics; Neurons; artificial intelligence; artificial neural network; neuron model; unified model;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Mechatronics and Automation, 2009. ICIMA 2009. International Conference on
Conference_Location
Chengdu
Print_ISBN
978-1-4244-3817-4
Type
conf
DOI
10.1109/ICIMA.2009.5156545
Filename
5156545
Link To Document