Meta-learning Spiking Neural Networks with Surrogate Gradient Descent

Kenneth Stewart, Emre Neftci

Adaptive "life-long" learning at the edge and during online task performance is an aspirational goal of AI research. Neuromorphic hardware implementing Spiking Neural Networks (SNN…