DocumentCode
2465351
Title
Association and Abstraction on Neural Circuit Loop and Coding
Author
Tamura, Shinichi ; Mizuno-Matsumoto, Yuko ; Chen, Yen-wei ; Nakamura, Kazuki
Author_Institution
Int. Technovators Inst., NBL Co., Ltd., Osaka, Japan
fYear
2009
fDate
12-14 Sept. 2009
Firstpage
414
Lastpage
417
Abstract
We show in this paper a feasibility of self organization of loop neural circuit for memory, association, and abstraction, which is algorithmically realizable. First we assume the memory is composed of loop neural circuit in the cerebral cortex. Then, we give how a memory content expressed by loop circuit shape is copied to blank area of cerebral cortex as well as how a path between memory loops with the same shape is found by broadcasting based on the classical Hebbian law. The generated sequence from the transmitting loop corresponding to the memory is a code by pseudo random sequence which is now popular in spread spectrum communication or mobile CDMA. Further, we show how the association and abstraction of the memory can be realized by the neural circuit. The loop circuit self-organizing model seems to be reasonable in the sense of hardware realizable, having large number of codes corresponding to various memory contents, and able to access to other memories associatively. Thus, the model seems able to account well unifiedly the information processing function of the brain.
Keywords
brain; content-addressable storage; neural nets; random sequences; storage management; cerebral cortex; classical Hebbian law; loop circuit self-organizing model; loop neural circuit; neural circuit abstraction; neural circuit association; neural circuit coding; neural circuit memory; pseudo random sequence; Brain modeling; Broadcasting; Cerebral cortex; Circuits; Hardware; Mobile communication; Multiaccess communication; Random sequences; Shape; Spread spectrum communication; Associative memory; Brain information processing; Loop circuit; Neuron circuit;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Information Hiding and Multimedia Signal Processing, 2009. IIH-MSP '09. Fifth International Conference on
Conference_Location
Kyoto
Print_ISBN
978-1-4244-4717-6
Electronic_ISBN
978-0-7695-3762-7
Type
conf
DOI
10.1109/IIH-MSP.2009.242
Filename
5337514
Link To Document