Author

Ansh Tiwari

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#machine learning Oct 2025

Local Timescale Gates for Timescale-Robust Continual Spiking Neural Networks

Local Timescale Gating (LT-Gate) is proposed, a neuron model that combines dual time-constant dynamics with an adaptive gating mechanism that enables individual neurons to preserve slow contextual information while responding to fast signals, addressing the stability-plasticity dilemma.

Ansh Tiwari, Ayush Chauhan · arXiv.org · 0 citations