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Modern synergetic neural network for imbalanced small data classification

Abstract 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 neural network...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Zihao Wang, Haifeng Li, Lin Ma
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Nature Portfolio 2023-09-01
Rangatū:Scientific Reports
Urunga tuihono:https://doi.org/10.1038/s41598-023-42689-8
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