Matches in SemOpenAlex for { <https://semopenalex.org/work/W3169045410> ?p ?o ?g. }
Showing items 1 to 97 of
97
with 100 items per page.
- W3169045410 endingPage "533" @default.
- W3169045410 startingPage "515" @default.
- W3169045410 abstract "Abstract Neurophysiology and neuroanatomy constrain the set of possible computations that can be performed in a brain circuit. While detailed data on brain microcircuits is sometimes available, cognitive modelers are seldom in a position to take these constraints into account. One reason for this is the intrinsic complexity of accounting for biological mechanisms when describing cognitive function. In this paper, we present multiple extensions to the neural engineering framework (NEF), which simplify the integration of low‐level constraints such as Dale's principle and spatially constrained connectivity into high‐level, functional models. We focus on a model of eyeblink conditioning in the cerebellum, and, in particular, on systematically constructing temporal representations in the recurrent granule–Golgi microcircuit. We analyze how biological constraints impact these representations and demonstrate that our overall model is capable of reproducing key properties of eyeblink conditioning. Furthermore, since our techniques facilitate variation of neurophysiological parameters, we gain insights into why certain neurophysiological parameters may be as observed in nature. While eyeblink conditioning is a somewhat primitive form of learning, we argue that the same methods apply for more cognitive models as well. We implemented our extensions to the NEF in an open‐source software library named “NengoBio” and hope that this work inspires similar attempts to bridge low‐level biological detail and high‐level function." @default.
- W3169045410 created "2021-06-22" @default.
- W3169045410 creator A5022641930 @default.
- W3169045410 creator A5055630059 @default.
- W3169045410 creator A5069590039 @default.
- W3169045410 date "2021-06-19" @default.
- W3169045410 modified "2023-10-17" @default.
- W3169045410 title "Connecting Biological Detail With Neural Computation: Application to the Cerebellar Granule–Golgi Microcircuit" @default.
- W3169045410 cites W1760258693 @default.
- W3169045410 cites W1964113540 @default.
- W3169045410 cites W1986924148 @default.
- W3169045410 cites W1990187533 @default.
- W3169045410 cites W2015517344 @default.
- W3169045410 cites W2019581028 @default.
- W3169045410 cites W2027565428 @default.
- W3169045410 cites W2029732186 @default.
- W3169045410 cites W2032943627 @default.
- W3169045410 cites W2046445123 @default.
- W3169045410 cites W2065125569 @default.
- W3169045410 cites W2076845962 @default.
- W3169045410 cites W2078880387 @default.
- W3169045410 cites W2090875072 @default.
- W3169045410 cites W2127398100 @default.
- W3169045410 cites W2135196786 @default.
- W3169045410 cites W2137983211 @default.
- W3169045410 cites W2138128929 @default.
- W3169045410 cites W2140308616 @default.
- W3169045410 cites W2155051950 @default.
- W3169045410 cites W2155986795 @default.
- W3169045410 cites W2169090997 @default.
- W3169045410 cites W2773393927 @default.
- W3169045410 cites W3094403118 @default.
- W3169045410 cites W4233030948 @default.
- W3169045410 cites W4241339416 @default.
- W3169045410 doi "https://doi.org/10.1111/tops.12536" @default.
- W3169045410 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34146453" @default.
- W3169045410 hasPublicationYear "2021" @default.
- W3169045410 type Work @default.
- W3169045410 sameAs 3169045410 @default.
- W3169045410 citedByCount "4" @default.
- W3169045410 countsByYear W31690454102022 @default.
- W3169045410 countsByYear W31690454102023 @default.
- W3169045410 crossrefType "journal-article" @default.
- W3169045410 hasAuthorship W3169045410A5022641930 @default.
- W3169045410 hasAuthorship W3169045410A5055630059 @default.
- W3169045410 hasAuthorship W3169045410A5069590039 @default.
- W3169045410 hasBestOaLocation W31690454101 @default.
- W3169045410 hasConcept C103378370 @default.
- W3169045410 hasConcept C105795698 @default.
- W3169045410 hasConcept C152478114 @default.
- W3169045410 hasConcept C154945302 @default.
- W3169045410 hasConcept C15744967 @default.
- W3169045410 hasConcept C169760540 @default.
- W3169045410 hasConcept C169900460 @default.
- W3169045410 hasConcept C188147891 @default.
- W3169045410 hasConcept C2781081984 @default.
- W3169045410 hasConcept C33923547 @default.
- W3169045410 hasConcept C39617858 @default.
- W3169045410 hasConcept C41008148 @default.
- W3169045410 hasConcept C45262634 @default.
- W3169045410 hasConcept C66024118 @default.
- W3169045410 hasConceptScore W3169045410C103378370 @default.
- W3169045410 hasConceptScore W3169045410C105795698 @default.
- W3169045410 hasConceptScore W3169045410C152478114 @default.
- W3169045410 hasConceptScore W3169045410C154945302 @default.
- W3169045410 hasConceptScore W3169045410C15744967 @default.
- W3169045410 hasConceptScore W3169045410C169760540 @default.
- W3169045410 hasConceptScore W3169045410C169900460 @default.
- W3169045410 hasConceptScore W3169045410C188147891 @default.
- W3169045410 hasConceptScore W3169045410C2781081984 @default.
- W3169045410 hasConceptScore W3169045410C33923547 @default.
- W3169045410 hasConceptScore W3169045410C39617858 @default.
- W3169045410 hasConceptScore W3169045410C41008148 @default.
- W3169045410 hasConceptScore W3169045410C45262634 @default.
- W3169045410 hasConceptScore W3169045410C66024118 @default.
- W3169045410 hasIssue "3" @default.
- W3169045410 hasLocation W31690454101 @default.
- W3169045410 hasLocation W31690454102 @default.
- W3169045410 hasOpenAccess W3169045410 @default.
- W3169045410 hasPrimaryLocation W31690454101 @default.
- W3169045410 hasRelatedWork W1705729932 @default.
- W3169045410 hasRelatedWork W1971951145 @default.
- W3169045410 hasRelatedWork W1980284406 @default.
- W3169045410 hasRelatedWork W2024267926 @default.
- W3169045410 hasRelatedWork W2149138167 @default.
- W3169045410 hasRelatedWork W2150666125 @default.
- W3169045410 hasRelatedWork W2335240030 @default.
- W3169045410 hasRelatedWork W2564684182 @default.
- W3169045410 hasRelatedWork W2884907206 @default.
- W3169045410 hasRelatedWork W3169045410 @default.
- W3169045410 hasVolume "13" @default.
- W3169045410 isParatext "false" @default.
- W3169045410 isRetracted "false" @default.
- W3169045410 magId "3169045410" @default.
- W3169045410 workType "article" @default.