Mark Kramer

Brain-inspired, interpretable, resonant recurrent neural networks

2026 · Physical Review Research

Traditional artificial neural networks consist of nodes with nonoscillatory dynamics. Biological neural networks, on the other hand, consist of oscillatory components embedded in an oscillatory environment. Motivated by this feature of biological neurons, we describe …