Predictive Suppression Layers for Communication-Efficient Spiking Neural Networks

arXiv:2609.21583 · cs.NE, cs.LG, eess.SP · Submitted 2026-09-18 · Read on arXiv

cs.NE, cs.LG, eess.SP

Submitted: 2026-09-18

Updated: 2026-09-18

Comments: 6 pages, 5 figures. Accepted at the 1st Neuromorphic Physical Layer Signal Processing for Wireless Systems Workshop (NeuroPHY 2026), co-located with EWSN 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Predictive Coding — 3× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Communication Overhead — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Redundancy — 1× in this paper · explained in 2 episodes
• Spiking Neural Networks (SNNs) — 1× in this paper · explained in 3 episodes

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