NeurosciencebioRxivPreprint
Discrete synaptic states and context-modulated readouts support continual learning
Yuan Gao, Ştefan Mihalaş, Denis Turcu
The paper introduces CoSyn-RNN, a continual-learning model inspired by biological neural systems, which maintains performance across tasks through synaptic state protection and context modulation.
DOI 10.64898/2026.09.11.750704