paper available: on-line backpropagation
Michael Biehl
biehl at Physik.Uni-Wuerzburg.DE
Fri Aug 11 14:49:20 EDT 1995
FTP-host: ftp.physik.uni-wuerzburg.de
FTP-filename: /pub/preprint/WUE-ITP-95-018.ps.gz
The following paper is now available via anonymous ftp:
(See below for the retrieval procedure)
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"On-line backpropagation in two-layered neural networks"
Peter Riegler and Michael Biehl
Ref. WUE-ITP-95-018
Abstract
We present an exact analysis of learning a rule by on-line
gradient descent in a two-layered neural network with adjustable
hidden-to-output weigths (backpropagation of error). Results
are compared with the training of networks having the same
architecture but fixed weights in the second layer.
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Retrieval procedure:
unix> ftp ftp.physik.uni-wuerzburg.de
Name: anonymous Password: {your e-mail address}
ftp> cd pub/preprint
ftp> get WUE-ITP-95-018.ps.gz (*)
ftp> quit
unix> gunzip WUE-ITP-95-018.ps.gz
e.g. unix> lp WUE-ITP-95-018.ps [8 pages]
(*) can be replaced by "get WUE-ITP-95-018.ps". The file will then
be uncompressed before transmission (slow!).
_____________________________________________________________________
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Michael Biehl
Institut fuer Theoretische Physik
Julius-Maximilians-Universitaet Wuerzburg
Am Hubland
D-97074 Wuerzburg
email: biehl at physik.uni-wuerzburg.de
Tel.: (+49) (0)931 888 5865
" " " 5131
Fax : (+49) (0)931 888 5141
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