TY - GEN
T1 - Complete recall on alpha-beta heteroassociative memory
AU - Román-Godínez, Israel
AU - Yáñez-Márquez, Cornelio
PY - 2007
Y1 - 2007
N2 - Most heteroassociative memories models intend to achieve the recall of the entire trained pattern. The Alpha-Beta associative memories only ensure the correct recall of the trained patterns in autoassociative memories, but not for the heteroassociative memories. In this work we present a new algorithm based on the Alpha-Beta Heteroassociative memories that allows, besides correct recall of some altered patterns, perfect recall of all the trained patterns, without ambiguity. The theoretical support and some experimental results are presented.
AB - Most heteroassociative memories models intend to achieve the recall of the entire trained pattern. The Alpha-Beta associative memories only ensure the correct recall of the trained patterns in autoassociative memories, but not for the heteroassociative memories. In this work we present a new algorithm based on the Alpha-Beta Heteroassociative memories that allows, besides correct recall of some altered patterns, perfect recall of all the trained patterns, without ambiguity. The theoretical support and some experimental results are presented.
UR - http://www.scopus.com/inward/record.url?scp=38149017723&partnerID=8YFLogxK
U2 - 10.1007/978-3-540-76631-5_19
DO - 10.1007/978-3-540-76631-5_19
M3 - Contribución a la conferencia
SN - 9783540766308
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 193
EP - 202
BT - MICAI 2007
PB - Springer Verlag
T2 - 6th Mexican International Conference on Artificial Intelligence, MICAI 2007
Y2 - 4 November 2007 through 10 November 2007
ER -