Dequan Jin

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
HCNM: Hierarchical cognitive neural model for small-sample image classification.
Expert Syst. Appl.
Dequan Jin, Ruoge Li, Nan Xiang, Di Zhao, Xuanlu Xiang, Shihui Ying
2025 J jnl
RoNFA: Robust Neural Field-based Approach for Few-Shot Image Classification with Noisy Labels.
CoRR
Nan Xiang, Lifeng Xing, Dequan Jin
2025 J jnl
RoNFA: Robust neural field-based approach for few-shot image classification with noisy labels.
Pattern Recognit. Lett.
Nan Xiang, Lifeng Xing, Dequan Jin
2025 J jnl
ViTNF: Leveraging Neural Fields to Boost Vision Transformers in Generalized Category Discovery.
CoRR
Jiayi Su, Dequan Jin
2023 J jnl
A Weighting Method for Feature Dimension by Semisupervised Learning With Entropy.
IEEE Trans. Neural Networks Learn. Syst.
Dequan Jin, Murong Yang, Ziyan Qin, Jigen Peng, Shihui Ying
2022 J jnl
A method for support neuron selection in NMLI.
Neurocomputing
Ziyan Qin, Jigen Peng, Dequan Jin
2021 J jnl
A Novel Neural Model With Lateral Interaction for Learning Tasks.
Neural Comput.
Dequan Jin, Ziyan Qin, Murong Yang, Penghe Chen
2021 J jnl
Dimension reduction based on small sample entropy learning for hand-writing image.
Multim. Tools Appl.
Murong Yang, Jigen Peng, Ziyan Qin, Penghe Chen, Dequan Jin
2015 J jnl
Investigation on Amari's dynamical neural field with global constant inhibition.
Neural Networks
Dequan Jin, Jigen Peng
2011 J jnl
A New Clustering Approach on the Basis of Dynamical Neural Field.
Neural Comput.
Dequan Jin, Jigen Peng, Bin Li
2011 J jnl
Approximation on attraction domain of Cohen-Grossberg neural networks.
Appl. Math. Comput.
Dequan Jin, Zhili Huang, Jigen Peng
2009 J jnl
A New Approach for Estimating the Attraction Domain for Hopfield-Type Neural Networks.
Neural Comput.
Dequan Jin, Jigen Peng