Brain-Inspired Learning

2027

NeuroPath: Brain-Inspired Dual-Pathway Graph Convolutional Networks for Skeleton-Based Action Recognition
Skeleton-based action recognition aims to recognize human actions from sequences of human joint coordinates. Most existing …

2026

FlyPrompt: Brain-Inspired Random-Expanded Routing with Temporal-Ensemble Experts for General Continual Learning
General continual learning (GCL) challenges intelligent systems to learn from single-pass, non-stationary data streams without clear …
Brain-Inspired Hierarchical Modularity for General Continual Learning
Continual learning, the ability to learn from sequential experience while retaining and adapting prior knowledge, is central to …