Title :
Multivalued neural associative memory
Author :
Jankowski, S. ; Lozowski, A. ; Zurada, J.M.
Author_Institution :
Inst. of Electron. Fundamentals, Warsaw Univ. of Technol., Poland
fDate :
30 Apr-3 May 1995
Abstract :
The model of a multivalued associative memory which has the form of a fully connected attractor neural network composed of multi-state complex-valued neurons is presented. The network is able to perform the task of storing and recalling grey-scale images. Storage capacity estimation is given and convergence of the network asynchronous dynamics is proven
Keywords :
content-addressable storage; neural nets; attractor neural network; convergence; grey-scale images; multi-state complex-valued neurons; multivalued associative memory; storage capacity; synchronous dynamics; Associative memory; Computed tomography; Differential equations; Electronic mail; Hopfield neural networks; Image converters; Multivalued logic; Neural networks; Neurons; Tin;
Conference_Titel :
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2570-2
DOI :
10.1109/ISCAS.1995.520347
