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

Computer Science

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

A. Stanojevic, S. Woźniak, et al.

This innovative research, conducted by Ana Stanojevic and her team, delves into the training of time-to-first-spike networks, tackling the challenges inherent in biologically-inspired spiking neural networks. The findings unveil a specific parameterization that enables SNNs to achieve performance on par with traditional neural networks while utilizing fewer spikes per neuron.

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~3 min • Beginner • English
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