TY - GEN
T1 - Non iterative hopfield model
AU - Edgar A., Catalán Salgado
AU - Márquez, Cornelio Yáñez
PY - 2006
Y1 - 2006
N2 - The Hopfield model has problems in the recall phase, one of them it's the time convergence or non convergence in certain cases. We propose a model that eliminates iteration in Hopfield model. This modification in the recall phase, eliminates the iterations and for consequence takes fewer steps, after them, the recuperation of N patterns learned it's the same or little better than Hopfield model. Finally because iteration is eliminated the recuperation time is reduced too.
AB - The Hopfield model has problems in the recall phase, one of them it's the time convergence or non convergence in certain cases. We propose a model that eliminates iteration in Hopfield model. This modification in the recall phase, eliminates the iterations and for consequence takes fewer steps, after them, the recuperation of N patterns learned it's the same or little better than Hopfield model. Finally because iteration is eliminated the recuperation time is reduced too.
KW - Associative memory
KW - Auto associative memory
KW - Hopfield
KW - Non iterative
UR - http://www.scopus.com/inward/record.url?scp=34547471412&partnerID=8YFLogxK
U2 - 10.1109/CERMA.2006.67
DO - 10.1109/CERMA.2006.67
M3 - Contribución a la conferencia
AN - SCOPUS:34547471412
SN - 0769525695
SN - 9780769525693
T3 - Proceedings - Electronics, Robotics and Automotive Mechanics Conference, CERMA 2006
SP - 137
EP - 141
BT - Proceedings - Electronics, Robotics and Automotive Mechanics Conference, CERMA 2006
T2 - Electronics, Robotics and Automotive Mechanics Conference, CERMA 2006
Y2 - 26 September 2006 through 29 September 2006
ER -