TY - GEN
T1 - Synthesis of bipolar associative memories based on cellular neural networks with two-dimensional space-invariant templates
AU - Zeng, Zhigang
AU - Wang, Jun
PY - 2006
Y1 - 2006
N2 - In this paper, a design procedure is presented for synthizing associative memories based on cellular neural networks with two-dimensional space-invariant templates. The theoretical analysis herein guarantees that the desired memory patterns are stored as asymptotically stable equilibrium points. In addition, it is shown that procedure herein can ensure the designed input matrix to be obtained by using space-invariant cloning templates. Hence, it is very convenient for one to design cellular neural networks for associative desired memory patterns effectively. © 2006 IEEE.
AB - In this paper, a design procedure is presented for synthizing associative memories based on cellular neural networks with two-dimensional space-invariant templates. The theoretical analysis herein guarantees that the desired memory patterns are stored as asymptotically stable equilibrium points. In addition, it is shown that procedure herein can ensure the designed input matrix to be obtained by using space-invariant cloning templates. Hence, it is very convenient for one to design cellular neural networks for associative desired memory patterns effectively. © 2006 IEEE.
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UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-40649109826&origin=recordpage
M3 - RGC 32 - Refereed conference paper (with host publication)
SN - 0780394909
SN - 9780780394902
SP - 1015
EP - 1020
BT - IEEE International Conference on Neural Networks - Conference Proceedings
T2 - International Joint Conference on Neural Networks 2006, IJCNN '06
Y2 - 16 July 2006 through 21 July 2006
ER -