A DISCRETE FIRING EVENT ANALYSIS OF THE ADAPTIVE CLUSTER-EXPANSION NETWORK

Authors
LUTTRELL SP
Citation
Sp. Luttrell, A DISCRETE FIRING EVENT ANALYSIS OF THE ADAPTIVE CLUSTER-EXPANSION NETWORK, Network, 7(2), 1996, pp. 285-290
Citations number
15
Categorie Soggetti
Mathematical Methods, Biology & Medicine",Neurosciences,"Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
Journal title
Network → ACNP
ISSN journal
0954898X
Volume
7
Issue
2
Year of publication
1996
Pages
285 - 290
Database
ISI
SICI code
0954-898X(1996)7:2<285:ADFEAO>2.0.ZU;2-V
Abstract
This paper describes how a hierarchical network for encoding sensor da ta (the adaptive cluster expansion network) can be constructed by link ing together a number of elementary modules, each of which is a simple two-layer encoder/decoder network. To achieve this goal, a Bayesian a nalysis is applied to the discrete neural firing events that occur wit hin each layer of the network.