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001046795 005__ 20251024202104.0
001046795 037__ $$aFZJ-2025-03962
001046795 1001_ $$0P:(DE-Juel1)162130$$aSenk, Johanna$$b0$$ufzj
001046795 1112_ $$aSatellite Workshop, Bernstein Conference$$cFrankfurt$$d2025-09-29 - 2025-09-29$$wGermany
001046795 245__ $$aNeural architectures in action: Linking structure to computation across scales
001046795 260__ $$c2025
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001046795 520__ $$aWith increasingly detailed data on neural circuitry structures becoming available, the computational significance of these intricate architectures has become central to neuroscience research. This workshop explores computational models and theories across multiple scales—from dendritic computation in single neurons to microcircuits and brain-scale networks—that leverage these architectural insights to develop novel computational paradigms, address longstanding questions, and propose new explanations of brain function. Speakers will highlight how structural motifs may represent fundamental computational primitives for both theoretical understanding and practical applications. Special emphasis will be placed on how structural plasticity mechanisms adjust and adapt these structures to enable computation and learning beyond traditional synaptic weight adjustments, on the use of dendritic compartmentalization in learning and computation, and on network motifs in lateral and large-scale networks. We bring together researchers across neuroscience disciplines to advance our understanding of how neural architecture shapes computation in biological, artificial, and neuromorphic systems.
001046795 536__ $$0G:(DE-HGF)POF4-5231$$a5231 - Neuroscientific Foundations (POF4-523)$$cPOF4-523$$fPOF IV$$x0
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001046795 7001_ $$0P:(DE-Juel1)195639$$aKunkel, Susanne$$b1$$ufzj
001046795 7001_ $$0P:(DE-HGF)0$$aNieters, Pascal$$b2
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001046795 9101_ $$0I:(DE-588b)5008462-8$$6P:(DE-Juel1)162130$$aForschungszentrum Jülich$$b0$$kFZJ
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001046795 9131_ $$0G:(DE-HGF)POF4-523$$1G:(DE-HGF)POF4-520$$2G:(DE-HGF)POF4-500$$3G:(DE-HGF)POF4$$4G:(DE-HGF)POF$$9G:(DE-HGF)POF4-5232$$aDE-HGF$$bKey Technologies$$lNatural, Artificial and Cognitive Information Processing$$vNeuromorphic Computing and Network Dynamics$$x1
001046795 9141_ $$y2025
001046795 9201_ $$0I:(DE-Juel1)IAS-6-20130828$$kIAS-6$$lComputational and Systems Neuroscience$$x0
001046795 9201_ $$0I:(DE-Juel1)PGI-15-20210701$$kPGI-15$$lNeuromorphic Software Eco System$$x1
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