most citedLearning biological neuronal networks with artificial neural networks: neural oscillations

3 citations · 5 across the 3 of their papers we have counts for

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q-bio.QM2026

Diffusion learning reveals viable parameter manifolds and compensation geometry in biological dynamical systems

Ruilin Zhang, Louis Tao, Zhuo-Cheng Xiao

Models of complex systems often have many parameters, yet are constrained by far fewer experimentally accessible observables; consequently, similar activity can emerge from coordin…