DocumentCode
1301540
Title
Doubly stochastic Poisson processes in artificial neural learning
Author
Card, Howard C.
Author_Institution
Dept. of Electr. & Comput. Eng., Manitoba Univ., Winnipeg, Man., Canada
Volume
9
Issue
1
fYear
1998
fDate
1/1/1998 12:00:00 AM
Firstpage
229
Lastpage
231
Abstract
This paper investigates neuron activation statistics in artificial neural networks employing stochastic arithmetic. It is shown that a doubly stochastic Poisson process is an appropriate model for the signals in these circuits
Keywords
digital arithmetic; learning (artificial intelligence); neural nets; statistical analysis; stochastic processes; activation statistics; neural learning; neural networks; stochastic Poisson processes; stochastic arithmetic; Arithmetic; Artificial neural networks; Circuits; Computer networks; Fluctuations; Intelligent networks; Neurons; Signal processing; Statistics; Stochastic processes;
fLanguage
English
Journal_Title
Neural Networks, IEEE Transactions on
Publisher
ieee
ISSN
1045-9227
Type
jour
DOI
10.1109/72.655046
Filename
655046
Link To Document