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
Link To Document :
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