Title :
CNN based on multi-valued neuron as a model of associative memory for grey scale images
Author :
Aizenberg, Naum N. ; Aizenberg, Igor N.
Author_Institution :
Dept. of Cybern., Uzhgorod Univ., Ukraine
Abstract :
A mathematical model of multivalued neural elements that can be used as an alternative to the basic cellular neural network (CNN) element is presented. On the basis of such CNNs, a model of the associative memory for storing gray-scale images is given. An efficient learning algorithm for the neural element and associative memory is presented
Keywords :
content-addressable storage; image processing; learning (artificial intelligence); neural nets; associative memory; cellular neural network; grey scale images; learning algorithm; mathematical model; multivalued neural elements; Associative memory; Cellular neural networks; Cybernetics; Filtering; Image processing; Image recognition; International collaboration; Neurons; Signal design; Signal processing;
Conference_Titel :
Cellular Neural Networks and their Applications, 1992. CNNA-92 Proceedings., Second International Workshop on
Conference_Location :
Munich
Print_ISBN :
0-7803-0875-1
DOI :
10.1109/CNNA.1992.274330
