DocumentCode :
293192
Title :
Circuit implementation of a nonmonotone activation function
Author :
Ciocoiu, Iulian B.
Author_Institution :
Fac. of Electron. & Telecommun., Tech. Univ. Iasi, Romania
Volume :
4
fYear :
1994
fDate :
30 May-2 Jun 1994
Firstpage :
363
Abstract :
Associative memories with nonmonotone dynamics; exhibiting improved performances have recently been reported. They show greater memory capacity, better recollection ability and fewer spurious states than existing solutions. This paper presents two circuits implementing such activation functions, one based on the use of the analytical expression of the function and a more intuitive realization
Keywords :
analogue processing circuits; content-addressable storage; feedforward neural nets; transfer functions; associative memories; memory capacity; nonmonotone activation function; nonmonotone dynamics; recollection ability; Circuit simulation; Data preprocessing; Diodes; Dynamic range; Joining processes; Operational amplifiers; Rectifiers; Stress; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Circuits and Systems, 1994. ISCAS '94., 1994 IEEE International Symposium on
Conference_Location :
London
Print_ISBN :
0-7803-1915-X
Type :
conf
DOI :
10.1109/ISCAS.1994.409272
Filename :
409272
Link To Document :
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