Stochastic-Based Pattern Recognition Analysis

dc.contributor.author	Canals, V.
dc.contributor.author	Morro, A.
dc.contributor.author	Rossello, J.L.
dc.date.accessioned	2024-01-17T07:26:04Z
dc.date.available	2024-01-17T07:26:04Z
dc.identifier.uri	http://hdl.handle.net/11201/163742
dc.description.abstract	In this work we review the basic principles of stochastic logic and propose its application to probabilistic-based pattern-recognition analysis. The proposed technique is intrinsically a parallel comparison of input data to various pre-stored categories using Bayesian techniques. We design smart pulse-based stochastic-logic blocks to provide an efficient pattern-recognition analysis. The proposed architecture is applied to a specific navigation problem.
dc.format	application/pdf
dc.relation.isformatof	Versió postprint del document publicat a: https://doi.org/10.1016/j.patrec.2010.07.008
dc.relation.ispartof	Pattern Recognition Letters, 2010, vol. 31, num. 15, p. 2353-2356
dc.subject.classification	62 - Enginyeria. Tecnologia
dc.subject.classification	53 - Física
dc.subject.other	62 - Engineering. Technology in general
dc.subject.other	53 - Physics
dc.title	Stochastic-Based Pattern Recognition Analysis
dc.type	info:eu-repo/semantics/article
dc.type	info:eu-repo/semantics/acceptedVersion
dc.date.updated	2024-01-17T07:26:05Z
dc.rights.accessRights	info:eu-repo/semantics/openAccess
dc.identifier.doi	https://doi.org/10.1016/j.patrec.2010.07.008