DocumentCode
2292164
Title
Optimal response functions in a network of discretely firing neurons
Author
Luttrell, S.P.
Author_Institution
Defence Res. Agency, Malvern, UK
fYear
1997
fDate
7-9 Jul 1997
Firstpage
216
Lastpage
220
Abstract
An objective function is defined which models an unsupervised neural network of discretely firing neurons. The objective function can be explicitly optimised with respect to the choice of probabilistic model that describes the neuron properties; this optimisation is done explicitly (i.e. algebraically) in some special cases
Keywords
feedforward neural nets; discretely firing neuron network; neuron properties; objective function; optimal response functions; probabilistic model; unsupervised neural network; vector quantiser result;
fLanguage
English
Publisher
iet
Conference_Titel
Artificial Neural Networks, Fifth International Conference on (Conf. Publ. No. 440)
Conference_Location
Cambridge
ISSN
0537-9989
Print_ISBN
0-85296-690-3
Type
conf
DOI
10.1049/cp:19970729
Filename
607520
Link To Document