Adaptive Surrogate Gradients for Sequential Reinforcement Learning in Spiking Neural Networks

Korneel Van den Berghe, Stein Stroobants, Vijay Janapa Reddi +1

Neuromorphic computing systems are set to revolutionize energy-constrained robotics by achieving orders-of-magnitude efficiency gains, while enabling native temporal processing. Sp…