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Science & ResearchAug 8, 2026

Geometric constraints and cognitive inputs jointly shape emergent brain dynamics and topology

How the brains physical geometry gives rise to its flexible functional repertoire remains a central question in neuroscience.

How the brains physical geometry gives rise to its flexible functional repertoire remains a central question in neuroscience. Here, we trained three classes of recurrent neural networks (RNNs) on a working-memory task, forming a graded hierarchy of spatial constraints: Vanilla…

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