Hardware-oriented algorithm for associative memories on cellular neural networks

R. Perfetti1, M. Salerno2, G. Costantini2
1Depr. of Electronic and Infomarion Engineering, University of PerugiA, Perugia, Italy
2Depr. of Elecrronic Engineering, University of Rome E2809C Tor VergataE2809D, Rome, Italy

Tóm tắt

We present a new learning algorithm used to implement associative memories on digital cellular neural networks. The algorithm can be easily implemented in hardware or simulated on a digital computer without numerical errors. These attractive features come from the finite precision of connection weights, automatically taken into account as a design constraint; moreover, no multiplication is needed for weight computation.

Từ khóa

#Cellular neural networks #Hardware #Associative memory #Computational modeling #Computer architecture #Error correction #Memory architecture #Cellular networks #Distributed computing #Computer networks

Tài liệu tham khảo

10.1007/BFb0032156 10.1109/CNNA.1992.274344 10.1109/31.52732 10.1002/(SICI)1097-007X(199607/08)24:4<489::AID-CTA930>3.0.CO;2-F 10.1109/72.410352 10.1109/81.795841 10.1109/81.563627 10.1109/31.83884 10.1109/31.7600 10.1109/CNNA.1990.207504