Lin Ma

Modern synergetic neural network for imbalanced small data classification

2023 · Scientific Reports

Deep learning's performance on the imbalanced small data is substantially degraded by overfitting. Recurrent neural networks retain better performance in such tasks by constructing dynamical systems for robustness. Synergetic neural network (SNN), a synergetic-based recurrent …