28 citations · 58 across the 8 of their papers we have counts for
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cs.CV2022★ 2 cited
Spiking Neural Networks for event-based action recognition: A new task to understand their advantage
Alex Vicente-Sola, Davide L. Manna, Paul Kirkland +2
Spiking Neural Networks (SNN) are characterised by their unique temporal dynamics, but the properties and advantages of such computations are still not well understood. In order to…
cs.NE2022★ 27 cited
Simple and complex spiking neurons: perspectives and analysis in a simple STDP scenario
Davide Liberato Manna, Alex Vicente Sola, Paul Kirkland +2
Spiking neural networks (SNNs) are largely inspired by biology and neuroscience and leverage ideas and theories to create fast and efficient learning systems. Spiking neuron models…