IEEE Transactions on Cognitive and Developmental Systems

Papers
(The H4-Index of IEEE Transactions on Cognitive and Developmental Systems is 31. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)
ArticleCitations
Transfer Learning for EEG-Based Brain–Computer Interfaces: A Review of Progress Made Since 2016182
A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition167
Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition130
A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition100
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review67
Approaches, Challenges, and Applications for Deep Visual Odometry: Toward Complicated and Emerging Areas65
Epileptic Signal Classification With Deep EEG Features by Stacked CNNs62
Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization60
Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals59
Can Emotion Be Transferred?—A Review on Transfer Learning for EEG-Based Emotion Recognition54
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period54
GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition53
CNN-G: Convolutional Neural Network Combined With Graph for Image Segmentation With Theoretical Analysis51
Trear: Transformer-Based RGB-D Egocentric Action Recognition46
Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition44
Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask44
LieNet: A Deep Convolution Neural Network Framework for Detecting Deception43
Exoskeleton Online Learning and Estimation of Human Walking Intention Based on Dynamical Movement Primitives41
A Regression Method With Subnetwork Neurons for Vigilance Estimation Using EOG and EEG41
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition40
A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks39
A Survey on Neuromarketing Using EEG Signals37
Skill Learning Strategy Based on Dynamic Motion Primitives for Human–Robot Cooperative Manipulation36
A Gesture Recognition System Based on Time Domain Features and Linear Discriminant Analysis34
An Empirical Study of Active Inference on a Humanoid Robot33
Hierarchy Graph Convolution Network and Tree Classification for Epileptic Detection on Electroencephalography Signals32
A Two-Stream Neural Network for Pose-Based Hand Gesture Recognition32
Face Editing Based on Facial Recognition Features31
Occlusion-Based Coordination Protocol Design for Autonomous Robotic Shepherding Tasks31
Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm31
Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems31
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