arxivcs.NE2026-07-08
Dynamic neural manifolds for flexible closed-loop control on neuromorphic hardware
Oskar von Seeler, Christian Tetzlaff, Andrew Lehr
In biological circuits, sequential neural activity evolves along dynamic, low-dimensional manifolds to enable flexible behavior. Spiking network models link aspects of this sequential activity to features of manifold geometry through specific circuit mechanisms, making dynamic ne…