Title :
Layer interactions in a multivalued neural associative memory
Author :
Jankowski, Stanislaw ; Lozowski, Andrzej ; Zurada, Jacek M.
Author_Institution :
Inst. of Electron. Fundamentals, Warsaw Univ. of Technol., Poland
Abstract :
Interlayer hetero-association in neural associative memories can be improved via multivalued information representation. A complex-valued neural network is employed to process the Fourier feedback between layers. Shift-invariant image recognition is achieved as a result of this interlayer interaction. The use of complex-valued neurons enables a straightforward method of multivalued information coding
Keywords :
content-addressable storage; feedback; image recognition; neural nets; Fourier feedback; complex-valued neural network; interlayer hetero-association; layer interaction; multivalued information coding; neural associative memory; shift-invariant image recognition; Associative memory; Autocorrelation; Cognition; Fourier transforms; Image recognition; Information processing; Information representation; Neural networks; Neurofeedback; Neurons;
Conference_Titel :
Circuits and Systems, 1996. ISCAS '96., Connecting the World., 1996 IEEE International Symposium on
Conference_Location :
Atlanta, GA
Print_ISBN :
0-7803-3073-0
DOI :
10.1109/ISCAS.1996.541615
