A Hopfield-Kuramoto model couples threshold and oscillatory neurons under a single Lyapunov function, and the coupling acts as a low-rank LoRA-style weight correction.
Neuronal oscillations in cortical networks.science, 304(5679):1926– 1929, 2004
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Binding threshold units with artificial oscillatory neurons
A Hopfield-Kuramoto model couples threshold and oscillatory neurons under a single Lyapunov function, and the coupling acts as a low-rank LoRA-style weight correction.