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Training fully recurrent neural networks with complex weights

✍ Scribed by Kechriotis, G.; Manolakos, E.S.


Book ID
119938989
Publisher
IEEE
Year
1994
Tongue
English
Weight
414 KB
Volume
41
Category
Article
ISSN
1057-7130

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A new design method for spatially-homogeneous, fully recurrent neural networks is presented. In our approach the eigenvalues of the synaptic matrix, rather than the weights, are learned from the examples. When the learning process is carried out, the connection weights are easily computed from the e