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Erik Stolt, Sanja Karilanova, Ayca Ozcelikkale

Public reference bibliography and cataloged PDF materials authored or published by Erik Stolt, Sanja Karilanova, Ayca Ozcelikkale.

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Model- and Layer-Level Closed-Loop Forecasting with SSM-Based Spiking Neural Networks

Year: 2026 • Source: arxiv.org • Listed PDF

Deep State-Space Models (Deep SSMs) have shown promising performance and computational benefits in processing of time-series data with complex temporal dependencies. Spiking neural networks (SNNs) constitute a biological...