DocumentCode
3603017
Title
An Associative Memory Device Using a Magnetic Tunnel Junction
Author
Dong Ik Suh ; Joon Pyo Kil ; Yeonhoi Choi ; Gi Yoon Bae ; Wanjun Park
Author_Institution
Dept. of Electron. Eng., Hanyang Univ., Seoul, South Korea
Volume
51
Issue
11
fYear
2015
Firstpage
1
Lastpage
4
Abstract
We propose an associative memory device performing a nondeclarative characteristic, whose memory is recalled by association with independent experiences after a learning event is made. In this paper, the current-induced switching characteristics of a magnetic tunnel junction implement the concept of classical conditioning. This association in memory through the learning process is electrically perceived by means of resistance changes due to the magnetoresistance effect before and after the stimulus for association is accompanied by learning. It has been confirmed that the functionality of the proposed memory device completely presents the Pavlovian type of learning with a simple circuital scheme.
Keywords
content-addressable storage; magnetic tunnelling; magnetoresistance; Pavlovian learning; associative memory device; classical conditioning; current-induced switching characteristics; learning process; magnetic tunnel junction; magnetoresistance effect; nondeclarative characteristic; simple circuital scheme; Associative memory; Integrated circuits; Junctions; Magnetic tunneling; Neurons; Resistance; Switches; Associative memory; Magnetic tunnel junction; Neuromorphic engineering; Spin-transfer torque; magnetic tunnel junction (MTJ); neuromorphic engineering; spin-transfer torque;
fLanguage
English
Journal_Title
Magnetics, IEEE Transactions on
Publisher
ieee
ISSN
0018-9464
Type
jour
DOI
10.1109/TMAG.2015.2444413
Filename
7122325
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