Learning Nonlinear Heterogeneity in Physical Kolmogorov-Arnold Networks

Fabiana Taglietti, Andrea Pulici, Maxwell Roxburgh +10

Physical neural networks typically train linear synaptic weights while treating device nonlinearities as fixed. We show the opposite - by training the synaptic nonlinearity itself,…