FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4287561979> ?p ?o ?g. }

• W4287561979 endingPage "14361" @default.
• W4287561979 startingPage "14350" @default.
• W4287561979 abstract "Sparse sequences of neural spikes are posited to underlie aspects of working memory [1], motor production [2], and learning [3, 4]. Discovering these sequences in an unsupervised manner is a longstanding problem in statistical neuroscience [5-7]. Promising recent work [4, 8] utilized a convolutive nonnegative matrix factorization model [9] to tackle this challenge. However, this model requires spike times to be discretized, utilizes a sub-optimal least-squares criterion, and does not provide uncertainty estimates for model predictions or estimated parameters. We address each of these shortcomings by developing a point process model that characterizes fine-scale sequences at the level of individual spikes and represents sequence occurrences as a small number of marked events in continuous time. This ultra-sparse representation of sequence events opens new possibilities for spike train modeling. For example, we introduce learnable time warping parameters to model sequences of varying duration, which have been experimentally observed in neural circuits [10]. We demonstrate these advantages on experimental recordings from songbird higher vocal center and rodent hippocampus." @default.
• W4287561979 created "2022-07-25" @default.
• W4287561979 creator A5007068246 @default.
• W4287561979 creator A5007674806 @default.
• W4287561979 creator A5036767643 @default.
• W4287561979 creator A5054079047 @default.
• W4287561979 date "2020-12-01" @default.
• W4287561979 modified "2023-09-28" @default.
• W4287561979 title "Point process models for sequence detection in high-dimensional neural spike trains." @default.
• W4287561979 cites W1686367817 @default.
• W4287561979 cites W1902027874 @default.
• W4287561979 cites W1930031410 @default.
• W4287561979 cites W1977906889 @default.
• W4287561979 cites W1980930864 @default.
• W4287561979 cites W1996739924 @default.
• W4287561979 cites W2036899314 @default.
• W4287561979 cites W2037182472 @default.
• W4287561979 cites W2037831655 @default.
• W4287561979 cites W2046278043 @default.
• W4287561979 cites W2054316680 @default.
• W4287561979 cites W2079161053 @default.
• W4287561979 cites W2087514146 @default.
• W4287561979 cites W2104681180 @default.
• W4287561979 cites W2109843705 @default.
• W4287561979 cites W2157380881 @default.
• W4287561979 cites W2168101731 @default.
• W4287561979 cites W2172122397 @default.
• W4287561979 cites W2310925872 @default.
• W4287561979 cites W2472510037 @default.
• W4287561979 cites W2777933989 @default.
• W4287561979 cites W2785612162 @default.
• W4287561979 cites W2797918600 @default.
• W4287561979 cites W2801709363 @default.
• W4287561979 cites W2893325263 @default.
• W4287561979 cites W2898268489 @default.
• W4287561979 cites W2921952498 @default.
• W4287561979 cites W2949285482 @default.
• W4287561979 cites W2950846759 @default.
• W4287561979 cites W2951881727 @default.
• W4287561979 cites W2954124637 @default.
• W4287561979 cites W2991597663 @default.
• W4287561979 cites W3014513427 @default.
• W4287561979 cites W3102454059 @default.
• W4287561979 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/35002191" @default.
• W4287561979 hasPublicationYear "2020" @default.
• W4287561979 type Work @default.
• W4287561979 citedByCount "6" @default.
• W4287561979 countsByYear W42875619792022 @default.
• W4287561979 countsByYear W42875619792023 @default.
• W4287561979 crossrefType "journal-article" @default.
• W4287561979 hasAuthorship W4287561979A5007068246 @default.
• W4287561979 hasAuthorship W4287561979A5007674806 @default.
• W4287561979 hasAuthorship W4287561979A5036767643 @default.
• W4287561979 hasAuthorship W4287561979A5054079047 @default.
• W4287561979 hasConcept C105795698 @default.
• W4287561979 hasConcept C11413529 @default.
• W4287561979 hasConcept C115903868 @default.
• W4287561979 hasConcept C119857082 @default.
• W4287561979 hasConcept C153180895 @default.
• W4287561979 hasConcept C154945302 @default.
• W4287561979 hasConcept C17744445 @default.
• W4287561979 hasConcept C199539241 @default.
• W4287561979 hasConcept C2776359362 @default.
• W4287561979 hasConcept C2778112365 @default.
• W4287561979 hasConcept C2781390188 @default.
• W4287561979 hasConcept C2909946758 @default.
• W4287561979 hasConcept C33923547 @default.
• W4287561979 hasConcept C41008148 @default.
• W4287561979 hasConcept C54355233 @default.
• W4287561979 hasConcept C86803240 @default.
• W4287561979 hasConcept C88871306 @default.
• W4287561979 hasConcept C94625758 @default.
• W4287561979 hasConceptScore W4287561979C105795698 @default.
• W4287561979 hasConceptScore W4287561979C11413529 @default.
• W4287561979 hasConceptScore W4287561979C115903868 @default.
• W4287561979 hasConceptScore W4287561979C119857082 @default.
• W4287561979 hasConceptScore W4287561979C153180895 @default.
• W4287561979 hasConceptScore W4287561979C154945302 @default.
• W4287561979 hasConceptScore W4287561979C17744445 @default.
• W4287561979 hasConceptScore W4287561979C199539241 @default.
• W4287561979 hasConceptScore W4287561979C2776359362 @default.
• W4287561979 hasConceptScore W4287561979C2778112365 @default.
• W4287561979 hasConceptScore W4287561979C2781390188 @default.
• W4287561979 hasConceptScore W4287561979C2909946758 @default.
• W4287561979 hasConceptScore W4287561979C33923547 @default.
• W4287561979 hasConceptScore W4287561979C41008148 @default.
• W4287561979 hasConceptScore W4287561979C54355233 @default.
• W4287561979 hasConceptScore W4287561979C86803240 @default.
• W4287561979 hasConceptScore W4287561979C88871306 @default.
• W4287561979 hasConceptScore W4287561979C94625758 @default.
• W4287561979 hasLocation W42875619791 @default.
• W4287561979 hasOpenAccess W4287561979 @default.
• W4287561979 hasPrimaryLocation W42875619791 @default.
• W4287561979 hasRelatedWork W1586810339 @default.
• W4287561979 hasRelatedWork W1852602552 @default.
• W4287561979 hasRelatedWork W2042867730 @default.
• W4287561979 hasRelatedWork W2093615513 @default.
• W4287561979 hasRelatedWork W2171445446 @default.

• next