no code implementations • 27 Mar 2024 • Xiaofeng Wu, Velibor Bojkovic, Bin Gu, Kun Suo, Kai Zou
Spiking Neural Networks (SNNs) offer a promising avenue for energy-efficient computing compared with Artificial Neural Networks (ANNs), closely mirroring biological neural processes.
no code implementations • 2 Feb 2023 • Bhaskar Mukhoty, Velibor Bojkovic, William de Vazelhes, Giulia De Masi, Huan Xiong, Bin Gu
To circumvent the problem surrogate method uses a differentiable approximation of the Heaviside in the backward pass, while the forward pass uses the Heaviside as the spiking function.
