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Springer Nature1
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Biological Cybernetics1
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20261
Jason N. MacLean results 1 · Newest (Page 1/1, per page 25)
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Task success in trained spiking neural network models coincides with emergence of cross-stimulus-modulated inhibitionNARA Subscribed
Biological Cybernetics · 2026 · Vol. 120 · Issue 1 · Springer
Yuqing Zhu; Chadbourne M. B. Smith; Tarek Jabri; Mufeng Tang; Franz Scherr; Jason N. MacLean
The neocortex is composed of spiking neurons interconnected in a sparse, recurrent network. Spiking activity within these networks underlies the computations that transform sensory inputs into appropriate behavioral responses. In this study, we train recurrent spiking neural network (SNN) models constrained by neocortical connectivity statistics and investigate the architectural changes that enable task-relevant, spike-based c...
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