On-Chip Implementation of Backpropagation for Spiking Neural Networks on Neuromorphic Hardware
Natural neural systems have inspired innovations in machine learning and neuromorphic circuits designed for energy-efficient data processing. However, implementing the backpropagation algorithm, a foundational tool in deep learning, on neuromorphic…