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High-performance deep spiking neural networks with 0.3 spikes per neuron

Posted in robotics/AI

To address challenges of training spiking neural networks (SNNs) at scale, the authors propose a scalable, approximation-free training method for deep SNNs using time-to-first-spike coding. They demonstrate enhanced performance and energy efficiency for neuromorphic hardware.