Title :
Retrieval Performance of Complex-Valued Associative Memory with Complex Network Structure
Author :
Omachi, K. ; Isokawa, T. ; Kamiura, Naotake ; Matsui, Nobuyuki ; Nishimura, Hideki
Author_Institution :
Grad. Sch. of Eng., Univ. of Hyogo, Himeji, Japan
Abstract :
The performances of associative memory, based on complex-valued Hop field neural network, are presented in this paper. The structures and parameters of complex networks are considered in the presented network. Retrieval performance with respect to the cluster coefficient, one of the parameters in complex networks, are explored.
Keywords :
Hopfield neural nets; content-addressable storage; complex network structure; complex-valued Hopfield neural network; complex-valued associative memory; Associative memory; Cluster coefficient; Complex network; Complex-valued neural network;
Conference_Titel :
Emerging Trends in Engineering and Technology (ICETET), 2012 Fifth International Conference on
Conference_Location :
Himeji
Print_ISBN :
978-1-4799-0276-7
DOI :
10.1109/ICETET.2012.26
