Please use this identifier to cite or link to this item:
https://hdl.handle.net/10316/92469
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Dourado, António | - |
dc.contributor.author | Martins, Ricardo Filipe Alves | - |
dc.contributor.author | Duarte, João | - |
dc.contributor.author | Direito, Bruno | - |
dc.date.accessioned | 2021-01-13T23:57:17Z | - |
dc.date.available | 2021-01-13T23:57:17Z | - |
dc.date.issued | 2008 | - |
dc.identifier.isbn | 978-3-540-87558-1 | - |
dc.identifier.isbn | 978-3-540-87559-8 | - |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.issn | 1611-3349 | - |
dc.identifier.uri | https://hdl.handle.net/10316/92469 | - |
dc.description.abstract | Seizure prediction for untreatable epileptic patients, one of the major challenges of present neuroinformatics researchers, will allow a substantial improvement in their safety and quality of life. Neural networks, because of their plasticity and degrees of freedom, seem to be a good approach to consider the enormous variability of physiological systems. Several architectures and training algorithms are comparatively proposed in this work showing that it is possible to find an adequate network for one patient, but care must be taken to generalize to other patients. It is claimed that each patient will have his (her) own seizure prediction algorithms. | pt |
dc.language.iso | eng | pt |
dc.relation.ispartofseries | Lecture Notes in Computer Science; | - |
dc.rights | openAccess | pt |
dc.title | Towards Personalized Neural Networks for Epileptic Seizure Prediction | pt |
dc.type | bookPart | pt |
degois.publication.firstPage | 479 | pt |
degois.publication.lastPage | 487 | pt |
dc.relation.publisherversion | https://link.springer.com/chapter/10.1007/978-3-540-87559-8_50 | pt |
dc.peerreviewed | yes | pt |
dc.identifier.doi | 10.1007/978-3-540-87559-8_50 | - |
degois.publication.volume | 5164 | pt |
dc.date.embargo | 2008-01-01 | * |
uc.date.periodoEmbargo | 0 | pt |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.openairetype | bookPart | - |
item.cerifentitytype | Publications | - |
item.grantfulltext | open | - |
item.fulltext | Com Texto completo | - |
item.languageiso639-1 | en | - |
crisitem.author.researchunit | CISUC - Centre for Informatics and Systems of the University of Coimbra | - |
crisitem.author.parentresearchunit | Faculty of Sciences and Technology | - |
crisitem.author.orcid | 0000-0002-5445-6893 | - |
crisitem.author.orcid | 0000-0001-7184-185X | - |
crisitem.author.orcid | 0000-0002-3259-8815 | - |
Appears in Collections: | FCTUC Eng.Informática - Artigos em Livros de Actas |
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File | Description | Size | Format | |
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full-text.pdf | full-text | 227.85 kB | Adobe PDF | View/Open |
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