Representation Transfer via Invariant Input-driven Neural Manifolds for Brain-inspired Computations
Tie Jun Xu, Shuchen Wu, Junwen Luo, Feng Lin, Junjie Jiang, Guozhang Chen, Yao Yang, Jieping Ye, Dongping Yang
The paper introduces a brain-inspired framework for domain adaptation in AI, using recurrent neural networks to create transferable representations that enable rapid few-shot adaptation with fewer parameters.
bioRxiv · Jul 27, 2025 · PreprintNeuroscience