Title :
Colaborative Activities of Layered Neural Network
Author :
Ishii, Naohiro ; Deguchi, Toshinori ; Kawaguchi, Masashi ; Sasaki, Hiroshi
Author_Institution :
Aichi Inst. of Technol., Toyota, Japan
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;
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
DOI :
10.1109/CNSI.2011.37