NeuMoSync integrates neuron-specific neuromodulation into deep networks to improve plasticity and adaptability in continual learning.
Read the original at arxiv.org→arXiv:2608.04358v1 Announce Type: new Abstract: Continual learning (CL) requires models to learn tasks sequentially, yet deep neural networks often suffer from plasticity loss and poor knowledge transfer, which can...
Original headline: "NeuMoSync: End-to-End Neuromodulatory Control for Plasticity and Adaptability in Continual Learning"
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- Aug 6, 04:00 UTC arXiv cs.AI lead source NeuMoSync: End-to-End Neuromodulatory Control for Plasticity and Adaptability in Continual Learning