DocumentCode
2641277
Title
Adjustment of the basin size in autoassociative memories by use of the BPTT technique
Author
Hatanaka, Tomoyuki ; Nishikawa, Yoshikasu
Author_Institution
Dept. of Electr. Eng., Kyoto Univ., Japan
fYear
1991
fDate
18-21 Nov 1991
Firstpage
1723
Abstract
An auto-associative memory is constructed in a recurrent network whose connection matrix is determined by use of backpropagation through time (BPTT). Through several computer simulations, basins of the memory generated by this method are compared with those generated by the conventional methods. In particular, the ability of the BPTT to adjust the basin size is investigated in detail
Keywords
content-addressable storage; neural nets; autoassociative memory; backpropagation through time; basin size adjustment; connection matrix; neural nets; Associative memory; Autocorrelation; Computer networks; Computer simulation; Equations; Filters; Neurons; Size control;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1991. 1991 IEEE International Joint Conference on
Print_ISBN
0-7803-0227-3
Type
conf
DOI
10.1109/IJCNN.1991.170674
Filename
170674
Link To Document