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
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