Title :
A cellular network formed of Hopfield networks
Author :
Ling, Bo ; Salam, Fathi M A
Author_Institution :
Dept. of Electr. Eng., Michigan State Univ., East Lansing, MI, USA
Abstract :
A general structure of the cellular neural network is introduced. An analytical method is presented to find the weight matrix for a given set of desired vectors. An energy function is then constructed. Using the energy function, a sufficient stability criterion which can be realized by a redesign of the neuron function is given. Computer simulation shows that the authors´ network structure and design approach are valid
Keywords :
Hopfield neural nets; stability criteria; Hopfield networks; cellular neural network; computer simulation; energy function; neuron function; stability criterion; weight matrix; Artificial neural networks; Cellular networks; Cellular neural networks; Circuits; Hopfield neural networks; Land mobile radio cellular systems; Neural networks; Neurons; Pattern analysis; Stability criteria;
Conference_Titel :
Circuits and Systems, 1992., Proceedings of the 35th Midwest Symposium on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-0510-8
DOI :
10.1109/MWSCAS.1992.271386
