Zongpeng Zhang

Hebbian Learning based Orthogonal Projection for Continual Learning of Spiking Neural Networks

2024 · arXiv (Cornell University)

Neuromorphic computing with spiking neural networks is promising for energy-efficient artificial intelligence (AI) applications. However, different from humans who continually learn different tasks in a lifetime, neural network models suffer from catastrophic forgetting. How could …