DocumentCode
2301684
Title
Colaborative Activities of Layered Neural Network
Author
Ishii, Naohiro ; Deguchi, Toshinori ; Kawaguchi, Masashi ; Sasaki, Hiroshi
Author_Institution
Aichi Inst. of Technol., Toyota, Japan
fYear
2011
fDate
23-25 May 2011
Firstpage
417
Lastpage
422
Abstract
Collaborative activities of neurons in the network will be a typical working example in the biological system. Neurons look like to do respective different activities in the network. But, neurons communicate each other for performing an objective work. To control and process the all respective neurons efficiently in the neural network, the collaborative activities will give some clues for the principle and design of artificial collaborative systems. In the network, the correlations of collaborative activities of neurons are important communication means to perform effective works. This paper makes clear the correlation computations to be important in the network for the collaborative behavior of neurons in the layered network.
Keywords
neural nets; neurophysiology; vision; artificial collaborative system; biological system; biological visual cortex; correlation computation; layered neural network; neuron colaborative activity; neuron collaborative behavior; neuron communication; visual retina; Artificial neural networks; Collaboration; Correlation; Equations; Kernel; Mathematical model; Neurons; asymmetrical network; collaborative activities of neurons; component; layered neural network; network with nonlinearity;
fLanguage
English
Publisher
ieee
Conference_Titel
Computers, Networks, Systems and Industrial Engineering (CNSI), 2011 First ACIS/JNU International Conference on
Conference_Location
Jeju Island
Print_ISBN
978-1-4577-0180-1
Type
conf
DOI
10.1109/CNSI.2011.37
Filename
5954353
Link To Document