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
Link To Document :
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