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Efficient Nonlinear Adaptive Filters: Design, Analysis and Applications

1, 2023

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Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion

Entropy (Basel, Switzerland), 2022-03, Vol.24 (4), p.455

2022

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Generalized Correntropy for Robust Adaptive Filtering

IEEE transactions on signal processing, 2016-07, Vol.64 (13), p.3376-3387

2016

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Heterogeneous Ensemble-Based Spike-Driven Few-Shot Online Learning

Frontiers in neuroscience, 2022-05, Vol.16, p.850932-850932

2022

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Similarity Learning with Spatial Constraints for Person Re-identification

2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016, p.1268-1277

2016

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Adaptive Filtering under Minimum Mean P-Power Error Criterion

1, 2024

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Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion

IEEE signal processing letters, 2014-07, Vol.21 (7), p.880-884

2014

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Disturbance Observer Based Composite Learning Fuzzy Control of Nonlinear Systems with Unknown Dead Zone

IEEE transactions on systems, man, and cybernetics. Systems, 2017-08, Vol.47 (8), p.1854-1862

2017

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Maximum Correntropy Estimation Is a Smoothed MAP Estimation

IEEE signal processing letters, 2012-08, Vol.19 (8), p.491-494

2012

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Convergence of a Fixed-Point Algorithm under Maximum Correntropy Criterion

IEEE signal processing letters, 2015-10, Vol.22 (10), p.1723-1727

2015

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An Adaptive Rapidly-Exploring Random Tree

IEEE/CAA journal of automatica sinica, 2022-02, Vol.9 (2), p.283-294

2022

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Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering

IEEE transactions on signal processing, 2017-06, Vol.65 (11), p.2888-2901

2017

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Robust Matrix Completion via Maximum Correntropy Criterion and Half-Quadratic Optimization

IEEE transactions on signal processing, 2020, Vol.68, p.181-195

2020

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Diffusion maximum correntropy criterion algorithms for robust distributed estimation

Digital signal processing, 2016-11, Vol.58, p.10-19

2016

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Restricted Minimum Error Entropy Criterion for Robust Classification

IEEE transaction on neural networks and learning systems, 2022-11, Vol.33 (11), p.6599-6612

2022

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BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping

NeuroImage (Orlando, Fla.), 2024-04, Vol.292, p.120594-120594, Article 120594

2024

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Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments

Journal of the Franklin Institute, 2015-07, Vol.352 (7), p.2708-2727

2015

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Quantized Kernel Recursive Least Squares Algorithm

IEEE transaction on neural networks and learning systems, 2013-09, Vol.24 (9), p.1484-1491

2013

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Quantized Kernel Least Mean Square Algorithm

IEEE transaction on neural networks and learning systems, 2012-01, Vol.23 (1), p.22-32

2012

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Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing

IEEE transactions on geoscience and remote sensing, 2017-09, Vol.55 (9), p.4944-4955

2017

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Improved-Variable-Forgetting-Factor Recursive Algorithm Based on the Logarithmic Cost for Volterra System Identification

IEEE transactions on circuits and systems. II, Express briefs, 2016-06, Vol.63 (6), p.588-592

2016

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Online robust echo state broad learning system

Neurocomputing (Amsterdam), 2021-11, Vol.464, p.438-449

2021

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EEG channel selection based on sequential backward floating search for motor imagery classification

Frontiers in neuroscience, 2022-10, Vol.16, p.1045851-1045851

2022

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Characteristics of EEG Microstate Sequences During Propofol-Induced Alterations of Brain Consciousness States

IEEE transactions on neural systems and rehabilitation engineering, 2022-01, Vol.30, p.1631-1641

2022

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Robust echo state networks based on correntropy induced loss function

Neurocomputing (Amsterdam), 2017-12, Vol.267, p.295-303

2017

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Efficient Nonlinear Adaptive Filters: Design, Analysis and Applications

Robust Spike-Based Continual Meta-Learning Improved by Restricted Minimum Error Entropy Criterion

Generalized Correntropy for Robust Adaptive Filtering

Heterogeneous Ensemble-Based Spike-Driven Few-Shot Online Learning

Similarity Learning with Spatial Constraints for Person Re-identification

Adaptive Filtering under Minimum Mean P-Power Error Criterion

Steady-State Mean-Square Error Analysis for Adaptive Filtering under the Maximum Correntropy Criterion

Disturbance Observer Based Composite Learning Fuzzy Control of Nonlinear Systems with Unknown Dead Zone

Maximum Correntropy Estimation Is a Smoothed MAP Estimation

Convergence of a Fixed-Point Algorithm under Maximum Correntropy Criterion

An Adaptive Rapidly-Exploring Random Tree

Kernel Risk-Sensitive Loss: Definition, Properties and Application to Robust Adaptive Filtering

Robust Matrix Completion via Maximum Correntropy Criterion and Half-Quadratic Optimization

Diffusion maximum correntropy criterion algorithms for robust distributed estimation

Restricted Minimum Error Entropy Criterion for Robust Classification

BPI-GNN: Interpretable brain network-based psychiatric diagnosis and subtyping

Maximum correntropy criterion based sparse adaptive filtering algorithms for robust channel estimation under non-Gaussian environments

Quantized Kernel Recursive Least Squares Algorithm

Quantized Kernel Least Mean Square Algorithm

Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing

Improved-Variable-Forgetting-Factor Recursive Algorithm Based on the Logarithmic Cost for Volterra System Identification

Online robust echo state broad learning system

EEG channel selection based on sequential backward floating search for motor imagery classification

Characteristics of EEG Microstate Sequences During Propofol-Induced Alterations of Brain Consciousness States

Robust echo state networks based on correntropy induced loss function

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