Title
Dynamic complex-valued associative memory with strong bias terms
Abstract
Complex-valued associative memory (CAM) can store multi-level patterns. Dynamic complex-valued associative memory (DCAM) can recall all stored patterns. The CAM stores the rotated patterns, which are typical spurious states, in addition to given training patterns. So DCAM recalls all the rotated patterns in the recall process. We introduce strong bias terms to avoid recalling the rotated patterns. By computer simulations, we can see that strong bias terms can avoid recalling the rotated patterns unlike simple bias terms.
Year
DOI
Venue
2011
10.1007/978-3-642-24955-6_61
ICONIP (1)
Keywords
Field
DocType
multi-level pattern,typical spurious state,training pattern,complex-valued associative memory,cam store,strong bias term,recall process,computer simulation,dynamic complex-valued associative memory,simple bias term
Content-addressable memory,Pattern recognition,Computer science,Artificial intelligence,Spurious relationship,Recall
Conference
Volume
ISSN
Citations 
7062
0302-9743
2
PageRank 
References 
Authors
0.51
4
3
Name
Order
Citations
PageRank
Yozo Suzuki1191.81
Michimasa Kitahara2352.97
Masaki Kobayashi37210.60