Strategy and Benchmark for Converting Deep Q-Networks to Event-Driven Spiking Neural Networks

30 Sep 2020 Weihao Tan Devdhar Patel Robert Kozma

Spiking neural networks (SNNs) have great potential for energy-efficient implementation of Deep Neural Networks (DNNs) on dedicated neuromorphic hardware. Recent studies demonstrated competitive performance of SNNs compared with DNNs on image classification tasks, including CIFAR-10 and ImageNet data... (read more)

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