# Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons

**Published:** October 30, 2026
**Author:** Aurora Micheli, Claudio Gallicchio, Nergis Tomen
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/beyond-low-pass-dynamics-frequency-selective-spiking-reservoirs-with-res

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…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.37906)

**Tags:** #Papers with Code #arXiv

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