DocumentCode
2049316
Title
A formulation of mean-field approximation for layered feedforward stochastic networks
Author
Tanaka, Toshiyuki
Author_Institution
Dept. of Electr. & Inf. Eng., Tokyo Metropolitan Univ., Japan
Volume
2
fYear
1999
fDate
1999
Firstpage
544
Abstract
A formulation of mean-field approximation for layered feedforward stochastic networks is presented. This formulation provides a framework to approximately treat not only averages but also correlations within each layer, so that it can be regarded as an extension to the formulation by Saul and Jordan (1998)
Keywords
feedforward neural nets; stochastic processes; averages; correlations; layered feedforward stochastic networks; mean-field approximation; Joining processes; Paints; Probability; Statistics; Stochastic processes;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Information Processing, 1999. Proceedings. ICONIP '99. 6th International Conference on
Conference_Location
Perth, WA
Print_ISBN
0-7803-5871-6
Type
conf
DOI
10.1109/ICONIP.1999.845652
Filename
845652
Link To Document