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Novel comprehensive Bionic Neuron unified model

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3 Author(s)
Lv Jin ; Sch. of Inf. Eng., Chang'an Univ., Xi'an, China ; Yang Xiao-Jun ; Guo Chen

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.

Published in:

Industrial Mechatronics and Automation, 2009. ICIMA 2009. International Conference on

Date of Conference:

15-16 May 2009