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Matei-Ioan Stan

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#artificial intelligence Preprint Sep 2026

ADPTNet: Adaptive with Prescriptive Timescales Non-Linear SSM for Sequence Modelling

This work proposes the ADaptive with Prescriptive Timescales Network (ADPTNet) as a potential solution to achieving all four properties simultaneously, and introduces a neuromorphic SpikingADPTNet, which achieves a new state-of-the-art accuracy on the Spiking Speech Commands dataset.

Matei-Ioan Stan, Oliver Rhodes · 0 citations