Brain-inspired learning algorithm realizes metaplasticity in artificial and spiking neural networks

Catastrophic forgetting, an innate issue with backpropagation learning algorithms, is a challenging problem in artificial and spiking neural network (ANN and SNN) research.

algorithm algorithms ann artificial backpropagation brain brain-inspired issue machine learning & ai network networks neural network neural networks research snn spiking neural network spiking neural networks