Alternative Techniques of Neural Signal Processing in Neuroengineering

Neural signal processing is a discipline within neuroengineering. This interdisciplinary approach combines principles from machine learning, signal processing theory, and computational neuroscience applied to problems in basic and clinical neuroscience. The ultimate goal of neuroengineering is a tec...

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Detalles Bibliográficos
Autores: Solé-Casals, Jordi, Vialatte, François B., Dauwels, Justin
Tipo de recurso: artículo
Fecha de publicación:2015
País:España
Institución:UVic-UCC
Repositorio:RiUVic. Repositori institucional de la UVic-UCC
OAI Identifier:oai:dspace.uvic.cat:10854/3948
Acceso en línea:http://hdl.handle.net/10854/3948
https://doi.org/10.1007/s12559-015-9317-0
Access Level:acceso abierto
Palabra clave:Xarxes neuronals (Informàtica)
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spelling Alternative Techniques of Neural Signal Processing in NeuroengineeringSolé-Casals, JordiVialatte, François B.Dauwels, JustinXarxes neuronals (Informàtica)Neural signal processing is a discipline within neuroengineering. This interdisciplinary approach combines principles from machine learning, signal processing theory, and computational neuroscience applied to problems in basic and clinical neuroscience. The ultimate goal of neuroengineering is a technological revolution, where machines would interact in real time with the brain. Machines and brains could interface, enabling normal function in cases of injury or disease, brain monitoring, and/or medical rehabilitation of brain disorders. Much current research in neuroengineering is focused on understanding the coding and processing of information in the sensory and motor systems, quantifying how this processing is altered in the pathological state, and how it can be manipulated through interactions with artificial devices including brain–computer interfaces and neuroprosthetics.SpringerUniversitat de Vic. Escola Politècnica Superior2015201520152015info:eu-repo/semantics/articleinfo:eu-repo/acceptedVersionapplication/pdf3 p.application/pdfhttp://hdl.handle.net/10854/3948https://doi.org/10.1007/s12559-015-9317-0reponame:RiUVic. Repositori institucional de la UVic-UCCinstname:UVic-UCCInglésTots els drets reservats(c) Springer (The original publication is available at www.springerlink.com)info:eu-repo/semantics/openAccessoai:dspace.uvic.cat:10854/39482026-06-07T19:15:21Z
dc.title.none.fl_str_mv Alternative Techniques of Neural Signal Processing in Neuroengineering
title Alternative Techniques of Neural Signal Processing in Neuroengineering
spellingShingle Alternative Techniques of Neural Signal Processing in Neuroengineering
Solé-Casals, Jordi
Xarxes neuronals (Informàtica)
title_short Alternative Techniques of Neural Signal Processing in Neuroengineering
title_full Alternative Techniques of Neural Signal Processing in Neuroengineering
title_fullStr Alternative Techniques of Neural Signal Processing in Neuroengineering
title_full_unstemmed Alternative Techniques of Neural Signal Processing in Neuroengineering
title_sort Alternative Techniques of Neural Signal Processing in Neuroengineering
dc.creator.none.fl_str_mv Solé-Casals, Jordi
Vialatte, François B.
Dauwels, Justin
author Solé-Casals, Jordi
author_facet Solé-Casals, Jordi
Vialatte, François B.
Dauwels, Justin
author_role author
author2 Vialatte, François B.
Dauwels, Justin
author2_role author
author
dc.contributor.none.fl_str_mv Universitat de Vic. Escola Politècnica Superior
dc.subject.none.fl_str_mv Xarxes neuronals (Informàtica)
topic Xarxes neuronals (Informàtica)
description Neural signal processing is a discipline within neuroengineering. This interdisciplinary approach combines principles from machine learning, signal processing theory, and computational neuroscience applied to problems in basic and clinical neuroscience. The ultimate goal of neuroengineering is a technological revolution, where machines would interact in real time with the brain. Machines and brains could interface, enabling normal function in cases of injury or disease, brain monitoring, and/or medical rehabilitation of brain disorders. Much current research in neuroengineering is focused on understanding the coding and processing of information in the sensory and motor systems, quantifying how this processing is altered in the pathological state, and how it can be manipulated through interactions with artificial devices including brain–computer interfaces and neuroprosthetics.
publishDate 2015
dc.date.none.fl_str_mv 2015
2015
2015
2015
dc.type.none.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/acceptedVersion
format article
dc.identifier.none.fl_str_mv http://hdl.handle.net/10854/3948
https://doi.org/10.1007/s12559-015-9317-0
url http://hdl.handle.net/10854/3948
https://doi.org/10.1007/s12559-015-9317-0
dc.language.none.fl_str_mv Inglés
language_invalid_str_mv Inglés
dc.rights.none.fl_str_mv Tots els drets reservats
(c) Springer (The original publication is available at www.springerlink.com)
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Tots els drets reservats
(c) Springer (The original publication is available at www.springerlink.com)
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
3 p.
application/pdf
dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:RiUVic. Repositori institucional de la UVic-UCC
instname:UVic-UCC
instname_str UVic-UCC
reponame_str RiUVic. Repositori institucional de la UVic-UCC
collection RiUVic. Repositori institucional de la UVic-UCC
repository.name.fl_str_mv
repository.mail.fl_str_mv
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