FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2968803400> ?p ?o ?g. }

• W2968803400 abstract "Abstract Multivariate time series from neural electrophysiological recordings are a rich source of information about neural processing systems and require appropriate methods for proper analysis. Current methods for mapping brain function in these data using neural decoding aggregate information across space and time in limited ways, rarely incorporating spatial dependence across recording locations. We propose Shrinkage Classification for Overlapping Time Series (SCOTS), a neural decoding method that maps brain function, while accounting for spatio-temporal dependence, through interpretable dimensionality reduction and classification of multivariate neural time series. SCOTS has two components: first, overlapping clustering from sparse semi-nonnegative matrix factorization gives a data-driven aggregation of neural information across space; second, wavelet-transformed nearest shrunken centroids with sparse group lasso performs multi-class classification with selection of informative clusters and time intervals. We demonstrate use of SCOTS by applying it to human intracranial electrophysiological and MEG data collected while participants viewed visual stimuli from a range of categories. The method reveals the dynamic activation of brain regions with sensitivity to different object categories, giving insight into spatio-temporal contributions of these neural processing systems." @default.
• W2968803400 created "2019-08-22" @default.
• W2968803400 creator A5000168074 @default.
• W2968803400 creator A5008167016 @default.
• W2968803400 creator A5027666885 @default.
• W2968803400 creator A5039481662 @default.
• W2968803400 creator A5044513966 @default.
• W2968803400 creator A5053829288 @default.
• W2968803400 date "2019-08-13" @default.
• W2968803400 modified "2023-10-18" @default.
• W2968803400 title "Shrinkage Classification for Overlapping Time Series: An interpretable method for mapping stimulus-differentiated evoked response" @default.
• W2968803400 cites W1523985187 @default.
• W2968803400 cites W1886182875 @default.
• W2968803400 cites W1902027874 @default.
• W2968803400 cites W1966626540 @default.
• W2968803400 cites W1967125431 @default.
• W2968803400 cites W1973275441 @default.
• W2968803400 cites W2003386556 @default.
• W2968803400 cites W2004895652 @default.
• W2968803400 cites W2011402106 @default.
• W2968803400 cites W2014466433 @default.
• W2968803400 cites W2014502281 @default.
• W2968803400 cites W2017539895 @default.
• W2968803400 cites W2021515139 @default.
• W2968803400 cites W2032084555 @default.
• W2968803400 cites W2033216467 @default.
• W2968803400 cites W2039844283 @default.
• W2968803400 cites W2041187667 @default.
• W2968803400 cites W2047164395 @default.
• W2968803400 cites W2048631316 @default.
• W2968803400 cites W2062876788 @default.
• W2968803400 cites W2063951486 @default.
• W2968803400 cites W2065671757 @default.
• W2968803400 cites W2073146149 @default.
• W2968803400 cites W2073829263 @default.
• W2968803400 cites W2077810023 @default.
• W2968803400 cites W2089505718 @default.
• W2968803400 cites W2100556411 @default.
• W2968803400 cites W2113103640 @default.
• W2968803400 cites W2116914769 @default.
• W2968803400 cites W2117406337 @default.
• W2968803400 cites W2119571791 @default.
• W2968803400 cites W2123341385 @default.
• W2968803400 cites W2132692097 @default.
• W2968803400 cites W2135595031 @default.
• W2968803400 cites W2135825484 @default.
• W2968803400 cites W2136586322 @default.
• W2968803400 cites W2136637647 @default.
• W2968803400 cites W2137940356 @default.
• W2968803400 cites W2143709903 @default.
• W2968803400 cites W2144359569 @default.
• W2968803400 cites W2150415460 @default.
• W2968803400 cites W2158940042 @default.
• W2968803400 cites W2166073443 @default.
• W2968803400 cites W2168103112 @default.
• W2968803400 cites W2469834425 @default.
• W2968803400 cites W2807663970 @default.
• W2968803400 cites W2887972576 @default.
• W2968803400 cites W4234482113 @default.
• W2968803400 cites W4246180809 @default.
• W2968803400 cites W2949404863 @default.
• W2968803400 doi "https://doi.org/10.1101/733279" @default.
• W2968803400 hasPublicationYear "2019" @default.
• W2968803400 type Work @default.
• W2968803400 sameAs 2968803400 @default.
• W2968803400 citedByCount "0" @default.
• W2968803400 crossrefType "posted-content" @default.
• W2968803400 hasAuthorship W2968803400A5000168074 @default.
• W2968803400 hasAuthorship W2968803400A5008167016 @default.
• W2968803400 hasAuthorship W2968803400A5027666885 @default.
• W2968803400 hasAuthorship W2968803400A5039481662 @default.
• W2968803400 hasAuthorship W2968803400A5044513966 @default.
• W2968803400 hasAuthorship W2968803400A5053829288 @default.
• W2968803400 hasBestOaLocation W29688034001 @default.
• W2968803400 hasConcept C11413529 @default.
• W2968803400 hasConcept C153180895 @default.
• W2968803400 hasConcept C154945302 @default.
• W2968803400 hasConcept C40743351 @default.
• W2968803400 hasConcept C41008148 @default.
• W2968803400 hasConcept C57273362 @default.
• W2968803400 hasConcept C73555534 @default.
• W2968803400 hasConcept C77637269 @default.
• W2968803400 hasConceptScore W2968803400C11413529 @default.
• W2968803400 hasConceptScore W2968803400C153180895 @default.
• W2968803400 hasConceptScore W2968803400C154945302 @default.
• W2968803400 hasConceptScore W2968803400C40743351 @default.
• W2968803400 hasConceptScore W2968803400C41008148 @default.
• W2968803400 hasConceptScore W2968803400C57273362 @default.
• W2968803400 hasConceptScore W2968803400C73555534 @default.
• W2968803400 hasConceptScore W2968803400C77637269 @default.
• W2968803400 hasLocation W29688034001 @default.
• W2968803400 hasOpenAccess W2968803400 @default.
• W2968803400 hasPrimaryLocation W29688034001 @default.
• W2968803400 hasRelatedWork W10765648 @default.
• W2968803400 hasRelatedWork W13487902 @default.
• W2968803400 hasRelatedWork W13953638 @default.
• W2968803400 hasRelatedWork W175988 @default.
• W2968803400 hasRelatedWork W3831679 @default.
• W2968803400 hasRelatedWork W446831 @default.
• W2968803400 hasRelatedWork W4789659 @default.

• next