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Monday, 2 Nov 2026 · cs.NE · cs.CV · crossfield

GC-LIF: Spiking Group-Equivariant Neural Network With Group-Coupled Membrane Dynamics

Spiking neural networks (SNNs) promise event-driven, low-power inference, but on vision tasks they still acquire rotation invariance only through data augmentation.

By Nhan Trong Luu, Duong Trung Luu, Thang Cong Truong · 1-minute read

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

arxiv.org/abs/2610.39601cs.NE · cs.CV

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