Matches in SemOpenAlex for { <https://semopenalex.org/work/W4205159755> ?p ?o ?g. }
Showing items 1 to 71 of
71
with 100 items per page.
- W4205159755 abstract "Neural population dynamics, presumably fundamental computational units in the brain, provide a key framework for understanding information processing in the sensory, cognitive, and motor functions. However, neural population dynamics is not explicitly related to the conventional analytic framework for single-neuron activity, i.e., representational models that analyze neuronal modulations associated with cognitive and motor parameters. In this study, we applied a recently developed state-space analysis to incorporate the representational models into the dynamic model in combination with these parameters. We compared neural population dynamics between continuous and categorical task parameters during two visual recognition tasks, using the datasets originally designed for a single-neuron approach. We successfully extracted neural population dynamics in the regression subspace, which represent modulation dynamics for both continuous and categorical task parameters with reasonable temporal characteristics. Furthermore, we combined the classical optimal-stimulus analysis paradigm for the single-neuron approach (i.e., stimulus identified as maximum neural responses) into the dynamic model, and found that the most prominent modulation dynamics at the lower dimension were derived from these optimal responses. Thus, our approach provides a unified framework for incorporating knowledge acquired with the single-neuron approach into the dynamic model as a standard procedure for describing neural modulation dynamics in the brain." @default.
- W4205159755 created "2022-01-25" @default.
- W4205159755 creator A5006719409 @default.
- W4205159755 creator A5010051616 @default.
- W4205159755 creator A5012485228 @default.
- W4205159755 creator A5018605011 @default.
- W4205159755 creator A5021482868 @default.
- W4205159755 creator A5032857444 @default.
- W4205159755 creator A5059642319 @default.
- W4205159755 creator A5072511605 @default.
- W4205159755 creator A5084047666 @default.
- W4205159755 date "2022-01-17" @default.
- W4205159755 modified "2023-10-16" @default.
- W4205159755 title "Comparison of neural population dynamics in the regression subspace between continuous and categorical task parameters" @default.
- W4205159755 doi "https://doi.org/10.1101/2022.01.13.476265" @default.
- W4205159755 hasPublicationYear "2022" @default.
- W4205159755 type Work @default.
- W4205159755 citedByCount "0" @default.
- W4205159755 crossrefType "posted-content" @default.
- W4205159755 hasAuthorship W4205159755A5006719409 @default.
- W4205159755 hasAuthorship W4205159755A5010051616 @default.
- W4205159755 hasAuthorship W4205159755A5012485228 @default.
- W4205159755 hasAuthorship W4205159755A5018605011 @default.
- W4205159755 hasAuthorship W4205159755A5021482868 @default.
- W4205159755 hasAuthorship W4205159755A5032857444 @default.
- W4205159755 hasAuthorship W4205159755A5059642319 @default.
- W4205159755 hasAuthorship W4205159755A5072511605 @default.
- W4205159755 hasAuthorship W4205159755A5084047666 @default.
- W4205159755 hasBestOaLocation W42051597551 @default.
- W4205159755 hasConcept C119857082 @default.
- W4205159755 hasConcept C144024400 @default.
- W4205159755 hasConcept C149923435 @default.
- W4205159755 hasConcept C153180895 @default.
- W4205159755 hasConcept C154945302 @default.
- W4205159755 hasConcept C15744967 @default.
- W4205159755 hasConcept C2779918689 @default.
- W4205159755 hasConcept C2908647359 @default.
- W4205159755 hasConcept C32834561 @default.
- W4205159755 hasConcept C41008148 @default.
- W4205159755 hasConcept C50644808 @default.
- W4205159755 hasConcept C5274069 @default.
- W4205159755 hasConcept C542102704 @default.
- W4205159755 hasConceptScore W4205159755C119857082 @default.
- W4205159755 hasConceptScore W4205159755C144024400 @default.
- W4205159755 hasConceptScore W4205159755C149923435 @default.
- W4205159755 hasConceptScore W4205159755C153180895 @default.
- W4205159755 hasConceptScore W4205159755C154945302 @default.
- W4205159755 hasConceptScore W4205159755C15744967 @default.
- W4205159755 hasConceptScore W4205159755C2779918689 @default.
- W4205159755 hasConceptScore W4205159755C2908647359 @default.
- W4205159755 hasConceptScore W4205159755C32834561 @default.
- W4205159755 hasConceptScore W4205159755C41008148 @default.
- W4205159755 hasConceptScore W4205159755C50644808 @default.
- W4205159755 hasConceptScore W4205159755C5274069 @default.
- W4205159755 hasConceptScore W4205159755C542102704 @default.
- W4205159755 hasLocation W42051597551 @default.
- W4205159755 hasOpenAccess W4205159755 @default.
- W4205159755 hasPrimaryLocation W42051597551 @default.
- W4205159755 hasRelatedWork W11300528 @default.
- W4205159755 hasRelatedWork W11389402 @default.
- W4205159755 hasRelatedWork W13158784 @default.
- W4205159755 hasRelatedWork W1383942 @default.
- W4205159755 hasRelatedWork W1455769 @default.
- W4205159755 hasRelatedWork W17411213 @default.
- W4205159755 hasRelatedWork W17622144 @default.
- W4205159755 hasRelatedWork W17729602 @default.
- W4205159755 hasRelatedWork W2904021 @default.
- W4205159755 hasRelatedWork W4558901 @default.
- W4205159755 isParatext "false" @default.
- W4205159755 isRetracted "false" @default.
- W4205159755 workType "article" @default.