Functional Neural Architectures

CoordinatorDuarte, Renato
Grant period2019-05-01 - 2021-04-30
Funding bodyVSR/JARA
IdentifierG:(DE-Juel1)jinm60_20190501

Note: JSC computation time grant
 

Recent Publications

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Continual learning using dendritic modulations on view-invariant feedforward weights
Computational and Systems Neuroscience 2024, COSYNE 2024, LisbonLisbon, Portugal, 29 Feb 2024 - 3 Mar 20242024-02-292024-03-03 [10.34734/FZJ-2024-02719] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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NMDA-driven dendritic modulation enables multitask representation learning in hierarchical sensory processing pathways
Proceedings of the National Academy of Sciences of the United States of America 120(32), e2300558120 () [10.1073/pnas.2300558120] OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

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Unsupervised Learning and Clustered Connectivity Enhance Reinforcement Learning in Spiking Neural Networks
Frontiers in computational neuroscience 15, 543872 () [10.3389/fncom.2021.543872] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Firing rate homeostasis counteracts changes in stability of recurrent neural networks caused by synapse loss in Alzheimer’s disease
PLoS Computational Biology 16(8), e1007790 - () [10.1371/journal.pcbi.1007790] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Passing the message: representation transfer in modular balanced networks
Frontiers in computational neuroscience 13, 79 () [10.3389/fncom.2019.00079] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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Leveraging heterogeneity for neural computation with fading memory in layer 2/3 cortical microcircuits
PLoS Computational Biology 15(4), e1006781 - () [10.1371/journal.pcbi.1006781] OpenAccess  Download fulltext Files  Download fulltextFulltext by OpenAccess repository BibTeX | EndNote: XML, Text | RIS

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 Record created 2020-09-21, last modified 2020-09-21



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