FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3048749966> ?p ?o ?g. }

• W3048749966 endingPage "e1008128" @default.
• W3048749966 startingPage "e1008128" @default.
• W3048749966 abstract "Many cognitive processes involve transformations of distributed representations in neural populations, creating a need for population-level models. Recurrent neural network models fulfill this need, but there are many open questions about how their connectivity gives rise to dynamics that solve a task. Here, we present a method for finding the connectivity of networks for which the dynamics are specified to solve a task in an interpretable way. We apply our method to a working memory task by synthesizing a network that implements a drift-diffusion process over a ring-shaped manifold. We also use our method to demonstrate how inputs can be used to control network dynamics for cognitive flexibility and explore the relationship between representation geometry and network capacity. Our work fits within the broader context of understanding neural computations as dynamics over relatively low-dimensional manifolds formed by correlated patterns of neurons." @default.
• W3048749966 created "2020-08-18" @default.
• W3048749966 creator A5036179371 @default.
• W3048749966 creator A5074641403 @default.
• W3048749966 date "2020-08-12" @default.
• W3048749966 modified "2023-09-29" @default.
• W3048749966 title "Engineering recurrent neural networks from task-relevant manifolds and dynamics" @default.
• W3048749966 cites W1594551768 @default.
• W3048749966 cites W1868105705 @default.
• W3048749966 cites W2008240154 @default.
• W3048749966 cites W2032130729 @default.
• W3048749966 cites W2040739363 @default.
• W3048749966 cites W2047125104 @default.
• W3048749966 cites W2057409808 @default.
• W3048749966 cites W2102701721 @default.
• W3048749966 cites W2137592169 @default.
• W3048749966 cites W2165443127 @default.
• W3048749966 cites W2295845209 @default.
• W3048749966 cites W2546814930 @default.
• W3048749966 cites W2594429360 @default.
• W3048749966 cites W2600919610 @default.
• W3048749966 cites W2605543710 @default.
• W3048749966 cites W2725150524 @default.
• W3048749966 cites W2761159697 @default.
• W3048749966 cites W2772691327 @default.
• W3048749966 cites W2794448029 @default.
• W3048749966 cites W2894528679 @default.
• W3048749966 cites W2896513464 @default.
• W3048749966 cites W2899789547 @default.
• W3048749966 cites W2921097704 @default.
• W3048749966 cites W2954124637 @default.
• W3048749966 cites W2960290043 @default.
• W3048749966 cites W2965071517 @default.
• W3048749966 cites W2967242087 @default.
• W3048749966 cites W2981975383 @default.
• W3048749966 doi "https://doi.org/10.1371/journal.pcbi.1008128" @default.
• W3048749966 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/7446915" @default.
• W3048749966 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/32785228" @default.
• W3048749966 hasPublicationYear "2020" @default.
• W3048749966 type Work @default.
• W3048749966 sameAs 3048749966 @default.
• W3048749966 citedByCount "23" @default.
• W3048749966 countsByYear W30487499662021 @default.
• W3048749966 countsByYear W30487499662022 @default.
• W3048749966 countsByYear W30487499662023 @default.
• W3048749966 crossrefType "journal-article" @default.
• W3048749966 hasAuthorship W3048749966A5036179371 @default.
• W3048749966 hasAuthorship W3048749966A5074641403 @default.
• W3048749966 hasBestOaLocation W30487499661 @default.
• W3048749966 hasConcept C105795698 @default.
• W3048749966 hasConcept C111919701 @default.
• W3048749966 hasConcept C118615104 @default.
• W3048749966 hasConcept C119857082 @default.
• W3048749966 hasConcept C121332964 @default.
• W3048749966 hasConcept C123757187 @default.
• W3048749966 hasConcept C127413603 @default.
• W3048749966 hasConcept C144024400 @default.
• W3048749966 hasConcept C145912823 @default.
• W3048749966 hasConcept C147168706 @default.
• W3048749966 hasConcept C149923435 @default.
• W3048749966 hasConcept C151730666 @default.
• W3048749966 hasConcept C154945302 @default.
• W3048749966 hasConcept C162324750 @default.
• W3048749966 hasConcept C169760540 @default.
• W3048749966 hasConcept C169900460 @default.
• W3048749966 hasConcept C17744445 @default.
• W3048749966 hasConcept C187736073 @default.
• W3048749966 hasConcept C199539241 @default.
• W3048749966 hasConcept C24890656 @default.
• W3048749966 hasConcept C2776359362 @default.
• W3048749966 hasConcept C2779343474 @default.
• W3048749966 hasConcept C2780451532 @default.
• W3048749966 hasConcept C2780598303 @default.
• W3048749966 hasConcept C2908647359 @default.
• W3048749966 hasConcept C33923547 @default.
• W3048749966 hasConcept C41008148 @default.
• W3048749966 hasConcept C50644808 @default.
• W3048749966 hasConcept C529865628 @default.
• W3048749966 hasConcept C78519656 @default.
• W3048749966 hasConcept C80444323 @default.
• W3048749966 hasConcept C86803240 @default.
• W3048749966 hasConcept C94625758 @default.
• W3048749966 hasConcept C98045186 @default.
• W3048749966 hasConceptScore W3048749966C105795698 @default.
• W3048749966 hasConceptScore W3048749966C111919701 @default.
• W3048749966 hasConceptScore W3048749966C118615104 @default.
• W3048749966 hasConceptScore W3048749966C119857082 @default.
• W3048749966 hasConceptScore W3048749966C121332964 @default.
• W3048749966 hasConceptScore W3048749966C123757187 @default.
• W3048749966 hasConceptScore W3048749966C127413603 @default.
• W3048749966 hasConceptScore W3048749966C144024400 @default.
• W3048749966 hasConceptScore W3048749966C145912823 @default.
• W3048749966 hasConceptScore W3048749966C147168706 @default.
• W3048749966 hasConceptScore W3048749966C149923435 @default.
• W3048749966 hasConceptScore W3048749966C151730666 @default.
• W3048749966 hasConceptScore W3048749966C154945302 @default.
• W3048749966 hasConceptScore W3048749966C162324750 @default.
• W3048749966 hasConceptScore W3048749966C169760540 @default.

• next