New Spiking Reservoir Design Targets Frequency-Selective Signal Processing

A new paper introduces resonant-neuron spiking reservoirs that go beyond low-pass dynamics, combining fixed recurrent reservoir training efficiency with energy-efficient event-driven inference.

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2026-10-31 04:00 · arXiv cs.AI
Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons

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