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arXiv — cs.AI

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标题为英语Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons

arXiv:2610.37906v1 Announce Type: new Abstract: Spiking reservoir computing combines the training efficiency of fixed recurrent reservoirs with the energy efficiency of event-driven inference, where computation is triggered by sparse spikes rather than executed densely at every…

arXiv — cs.AI作者: Aurora Micheli, Claudio Gallicchio, Nergis Tomen2026年10月30日 (14小时前)
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  • arXiv:2610.37906v1 Announce Type: new Abstract: Spiking reservoir computing combines the training efficiency of fixed recurrent reservoirs with the energy efficiency of event-driven inference, where computation is triggered by sparse spikes rather than executed densely at every…
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Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons

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