DocumentCode
2049485
Title
Basic characteristics of hardware neuron model based on CMOS negative resistance: realization of post-inhibitory rebound firing and its application
Author
Kanoh, Shin´ichiro ; Kumagai, Hayato ; Futami, R. ; Hoshimiya, Noaomu
Author_Institution
Dept. of Electron. Eng., Tohoku Univ., Sendai, Japan
Volume
2
fYear
1999
fDate
1999
Firstpage
579
Abstract
We introduced and evaluated the hardware neuron model with CMOS configuration which showed negative resistance characteristics. It was shown that this model had similar properties to those of the biological neuron, and that the post-inhibitory rebound firing (PIR firing) could be reproduced by this model. It was also found that the neural oscillator, consisting of a pair of neurons with inhibitory mutual connections, could be constructed by this hardware neuron model with the help of its PIR firing property. These results show the possibility of designing a new type of neuro-chip inspired by biological neural systems
Keywords
CMOS integrated circuits; negative resistance circuits; neural chips; CMOS negative resistance; biological neuron; hardware neuron model; inhibitory mutual connections; neural chip; neural oscillator; post-inhibitory rebound firing; Biological system modeling; Electronic mail; Equivalent circuits; Finite impulse response filter; Fires; Hardware; Immune system; Large scale integration; Neurons; Semiconductor device modeling;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
Conference_Location
Perth, WA
Print_ISBN
0-7803-5871-6
Type
conf
DOI
10.1109/ICONIP.1999.845659
Filename
845659
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