DocumentCode
2327220
Title
A MOS circuit for depressing synapse and its application to contrast-invariant pattern classification and synchrony detection
Author
Asai, Tetsuya ; Kanazawa, Yusuke ; Hirose, Tetsuya ; Amemiya, Yoshihito
Author_Institution
Dept. of Electr. Eng., Hokkaido Univ., Sapporo, Japan
Volume
4
fYear
2004
fDate
25-29 July 2004
Firstpage
2619
Abstract
A compact complementary metal-oxide semiconductor (CMOS) circuit for depressing synapses is designed for demonstrating applications of spiking neural networks for contrast-invariant pattern classification and synchrony detection. Although the unit circuit consists of only five minimum-sized transistors, they emulate fundamental properties of depressing synapses. The results of the operations are evaluated by both experiments and simulation program with integrated circuit emphasis (SPICE).
Keywords
CMOS logic circuits; SPICE; neural nets; pattern classification; MOS circuit; compact complementary metal-oxide semiconductor circuit; contrast-invariant pattern classification; depressing synapse; simulation program with integrated circuit emphasis; spiking neural networks; synchrony detection; Biological neural networks; Circuits; Nervous system; Neural network hardware; Neuromorphics; Neurons; Pattern classification; SPICE; Silicon; Timing;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 2004. Proceedings. 2004 IEEE International Joint Conference on
ISSN
1098-7576
Print_ISBN
0-7803-8359-1
Type
conf
DOI
10.1109/IJCNN.2004.1381059
Filename
1381059
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