Local learning for stable backpropagation-free neural network training towards physical learning

ArXi:2603.24790v1 Announce Type: new While backpropagation and automatic differentiation have driven deep learning's success, the physical limits of chip manufacturing and rising environmental costs of deep learning motivate alternative learning paradigms such as physical neural networks. However, most existing physical neural networks still rely on digital computing for