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A Survey of the Usages of Deep Learning for Natural Language Processing

IEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.604-624

2021

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A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects

IEEE transaction on neural networks and learning systems, 2022-12, Vol.33 (12), p.6999-7019

2022

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Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks

IEEE transaction on neural networks and learning systems, 2018-11, Vol.29 (11), p.5619-5629

2018

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Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

IEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3573-3587

2018

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Classification in the Presence of Label Noise: A Survey

IEEE transaction on neural networks and learning systems, 2014-05, Vol.25 (5), p.845-869

2014

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Regularizing Hyperspectral and Multispectral Image Fusion by CNN Denoiser

IEEE transaction on neural networks and learning systems, 2021-03, Vol.32 (3), p.1124-1135

2021

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Deep Subdomain Adaptation Network for Image Classification

IEEE transaction on neural networks and learning systems, 2021-04, Vol.32 (4), p.1713-1722

2021

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Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data

IEEE transaction on neural networks and learning systems, 2020-09, Vol.31 (9), p.3400-3413

2020

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When Gaussian Process Meets Big Data: A Review of Scalable GPs

IEEE transaction on neural networks and learning systems, 2020-11, Vol.31 (11), p.4405-4423

2020

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Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review

IEEE transaction on neural networks and learning systems, 2021-08, Vol.32 (8), p.3412-3432

2021

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A Review of Single-Source Deep Unsupervised Visual Domain Adaptation

IEEE transaction on neural networks and learning systems, 2022-02, Vol.33 (2), p.473-493

2022

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On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures

IEEE transaction on neural networks and learning systems, 2014-08, Vol.25 (8), p.1553-1565

2014

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A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks

IEEE transaction on neural networks and learning systems, 2014-07, Vol.25 (7), p.1229-1262

2014

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EEG-Based Spatio-Temporal Convolutional Neural Network for Driver Fatigue Evaluation

IEEE transaction on neural networks and learning systems, 2019-09, Vol.30 (9), p.2755-2763

2019

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Applications of Deep Learning and Reinforcement Learning to Biological Data

IEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2063-2079

2018

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Sparse Bayesian Classification of EEG for Brain-Computer Interface

IEEE transaction on neural networks and learning systems, 2016-11, Vol.27 (11), p.2256-2267

2016

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Holographic MIMO Surfaces for 6G Wireless Networks: Opportunities, Challenges, and Trends

IEEE wireless communications, 2020-10, Vol.27 (5), p.118-125

2020

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A Mutually Supervised Graph Attention Network for Few-Shot Segmentation: The Perspective of Fully Utilizing Limited Samples

IEEE transaction on neural networks and learning systems, 2024-04, Vol.35 (4), p.4826-4838

2024

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Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering

IEEE transaction on neural networks and learning systems, 2018-12, Vol.29 (12), p.5947-5959

2018

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Stability and Stabilization in Probability of Probabilistic Boolean Networks

IEEE transaction on neural networks and learning systems, 2021-01, Vol.32 (1), p.241-251

2021

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Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

IEEE transaction on neural networks and learning systems, 2017-10, Vol.28 (10), p.2306-2318

2017

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Output Reachable Set Estimation and Verification for Multilayer Neural Networks

IEEE transaction on neural networks and learning systems, 2018-11, Vol.29 (11), p.5777-5783

2018

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A Survey of End-to-End Driving: Architectures and Training Methods

IEEE transaction on neural networks and learning systems, 2022-04, Vol.33 (4), p.1364-1384

2022

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Adaptive Fuzzy Neural Network Control for a Constrained Robot Using Impedance Learning

IEEE transaction on neural networks and learning systems, 2018-04, Vol.29 (4), p.1174-1186

2018

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Extreme Learning Machine for Multilayer Perceptron

IEEE transaction on neural networks and learning systems, 2016-04, Vol.27 (4), p.809-821

2016

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A Survey of the Usages of Deep Learning for Natural Language Processing

A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects

Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks

Cost-Sensitive Learning of Deep Feature Representations From Imbalanced Data

Classification in the Presence of Label Noise: A Survey

Regularizing Hyperspectral and Multispectral Image Fusion by CNN Denoiser

Deep Subdomain Adaptation Network for Image Classification

Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data

When Gaussian Process Meets Big Data: A Review of Scalable GPs

Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review

A Review of Single-Source Deep Unsupervised Visual Domain Adaptation

On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures

A Comprehensive Review of Stability Analysis of Continuous-Time Recurrent Neural Networks

EEG-Based Spatio-Temporal Convolutional Neural Network for Driver Fatigue Evaluation

Applications of Deep Learning and Reinforcement Learning to Biological Data

Sparse Bayesian Classification of EEG for Brain-Computer Interface

Holographic MIMO Surfaces for 6G Wireless Networks: Opportunities, Challenges, and Trends

A Mutually Supervised Graph Attention Network for Few-Shot Segmentation: The Perspective of Fully Utilizing Limited Samples

Beyond Bilinear: Generalized Multimodal Factorized High-Order Pooling for Visual Question Answering

Stability and Stabilization in Probability of Probabilistic Boolean Networks

Multiobjective Deep Belief Networks Ensemble for Remaining Useful Life Estimation in Prognostics

Output Reachable Set Estimation and Verification for Multilayer Neural Networks

A Survey of End-to-End Driving: Architectures and Training Methods

Adaptive Fuzzy Neural Network Control for a Constrained Robot Using Impedance Learning

Extreme Learning Machine for Multilayer Perceptron

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