2024
A generalized neural tangent kernel for surrogate gradient learning
NeurIPS 2024spotlight
State-of-the-art neural network training methods depend on the gradient of the network function. Therefore, they cannot be applied to networks whose activation functions do not have useful derivatives, such as binary and discrete-time spiking neural networks. To overcome this problem, the activation…