IEEE Transactions on Cognitive and Developmental Systems

Article	Citations
Transfer Learning for EEG-Based Brain–Computer Interfaces: A Review of Progress Made Since 2016	182
A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition	167
Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition	130
A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition	100
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review	67
Approaches, Challenges, and Applications for Deep Visual Odometry: Toward Complicated and Emerging Areas	65
Epileptic Signal Classification With Deep EEG Features by Stacked CNNs	62
Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization	60
Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals	59
Can Emotion Be Transferred?—A Review on Transfer Learning for EEG-Based Emotion Recognition	54
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period	54
GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition	53
CNN-G: Convolutional Neural Network Combined With Graph for Image Segmentation With Theoretical Analysis	51
Trear: Transformer-Based RGB-D Egocentric Action Recognition	46
Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition	44
Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask	44
LieNet: A Deep Convolution Neural Network Framework for Detecting Deception	43
Exoskeleton Online Learning and Estimation of Human Walking Intention Based on Dynamical Movement Primitives	41
A Regression Method With Subnetwork Neurons for Vigilance Estimation Using EOG and EEG	41
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition	40
A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks	39
A Survey on Neuromarketing Using EEG Signals	37
Skill Learning Strategy Based on Dynamic Motion Primitives for Human–Robot Cooperative Manipulation	36
A Gesture Recognition System Based on Time Domain Features and Linear Discriminant Analysis	34
An Empirical Study of Active Inference on a Humanoid Robot	33

Hierarchy Graph Convolution Network and Tree Classification for Epileptic Detection on Electroencephalography Signals	32
A Two-Stream Neural Network for Pose-Based Hand Gesture Recognition	32
Face Editing Based on Facial Recognition Features	31
Occlusion-Based Coordination Protocol Design for Autonomous Robotic Shepherding Tasks	31
Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm	31
Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems	31
Identity–Expression Dual Branch Network for Facial Expression Recognition	30
A Framework of Hybrid Force/Motion Skills Learning for Robots	30
Uncertainty Modeling for Multicenter Autism Spectrum Disorder Classification Using Takagi–Sugeno–Kang Fuzzy Systems	30
Human-in-the-Loop Control Strategy of Unilateral Exoskeleton Robots for Gait Rehabilitation	29
Epileptic Classification With Deep-Transfer-Learning-Based Feature Fusion Algorithm	29
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors	28
Deep Echo State Network With Multiple Adaptive Reservoirs for Time Series Prediction	28
Functional Integration and Separation of Brain Network Based on Phase Locking Value During Emotion Processing	27
Machine Learning in Robot-Assisted Upper Limb Rehabilitation: A Focused Review	27
Deep Spiking Neural Networks With Binary Weights for Object Recognition	27
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems	27
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain–Computer Interface and Audiovisual Feedback	27
Conditional Generative Adversarial Networks for Optimal Path Planning	26
Relation-Aware Facial Expression Recognition	26
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition	26
A Novel Robotic Guidance System With Eye-Gaze Tracking Control for Needle-Based Interventions	25
Speech Emotion Recognition Based on Robust Discriminative Sparse Regression	25
BND*-DDQN: Learn to Steer Autonomously Through Deep Reinforcement Learning	25
Deep Binocular Fixation Prediction Using a Hierarchical Multimodal Fusion Network	24
SIBoLS: Robust and Energy-Efficient Learning for Spike-Based Machine Intelligence in Information Bottleneck Framework	24
So Cloze Yet So Far: N400 Amplitude Is Better Predicted by Distributional Information Than Human Predictability Judgements	24
Color Facial Expression Recognition by Quaternion Convolutional Neural Network With Gabor Attention	24
Conversational Affective Social Robots for Ageing and Dementia Support	23
Pick the Right Co-Worker: Online Assessment of Cognitive Ergonomics in Human–Robot Collaborative Assembly	23
EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks	23
Single-Layer Learning-Based Predictive Control With Echo State Network for Pneumatic-Muscle-Actuators-Driven Exoskeleton	23
Robust Heart Rate Estimation With Spatial–Temporal Attention Network From Facial Videos	23
Deep Variational Autoencoder for Mapping Functional Brain Networks	22
Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media	22
Observer-Based Event-Triggered Iterative Learning Consensus for Locally Lipschitz Nonlinear MASs	21
Predefined-Time Synchronization of Stochastic Memristor-Based Bidirectional Associative Memory Neural Networks With Time-Varying Delays	21
Locomotion Mode Identification and Gait Phase Estimation for Exoskeletons During Continuous Multilocomotion Tasks	21
Logistic Regression With Tangent Space-Based Cross-Subject Learning for Enhancing Motor Imagery Classification	20
Computational Modeling of Emotion-Motivated Decisions for Continuous Control of Mobile Robots	20
Bioinspired Visual-Integrated Model for Multilabel Classification of Textile Defect Images	20
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems	20
Deep-Learning-Based Diagnosis and Prognosis of Alzheimer’s Disease: A Comprehensive Review	19
Electroencephalogram Emotion Recognition Based on Dispersion Entropy Feature Extraction Using Random Oversampling Imbalanced Data Processing	19
Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies	19
Facial Expression Recognition Through Cross-Modality Attention Fusion	19
Automatic Segmentation of Pneumothorax in Chest Radiographs Based on a Two-Stage Deep Learning Method	19
Data-Fusion-Based Two-Stage Cascade Framework for Multimodality Face Anti-Spoofing	19
Adaptive Spatiotemporal Representation Learning for Skeleton-Based Human Action Recognition	18
Agent-Based Intelligent Decision Support Systems: A Systematic Review	18

rPPG-Based Heart Rate Estimation Using Spatial-Temporal Attention Network	17
Attention-Based Video Hashing for Large-Scale Video Retrieval	17
Performance Comparison of Gesture Recognition System Based on Different Classifiers	17
A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy	17
Federated Reinforcement Learning for Collective Navigation of Robotic Swarms	17
MFFFLD: A Multimodal-Feature-Fusion-Based Fingerprint Liveness Detection	16
Performance-Based Iterative Learning Control for Task-Oriented Rehabilitation: A Pilot Study in Robot-Assisted Bilateral Training	16
Deep Multibranch Fusion Residual Network for Insect Pest Recognition	16
Dialogue Management in Conversational Systems: A Review of Approaches, Challenges, and Opportunities	16
Electroencephalogram-Based Motor Imagery Brain–Computer Interface Using Multivariate Iterative Filtering and Spatial Filtering	16
Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems	15
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition	15
An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature	15
A Vector-Based Constrained Obstacle Avoidance Scheme for Wheeled Mobile Redundant Robot Manipulator	15
Reconfiguration of Brain Network Between Resting State and P300 Task	15
Sensing and Navigation of Wearable Assistance Cognitive Systems for the Visually Impaired	14
Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition	14
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation	14
Brain–Computer Interface Integrated With Augmented Reality for Human–Robot Interaction	14
The Why, What, and How of Artificial General Intelligence Chip Development	14
A Multiscale Feature Extraction Network Based on Channel-Spatial Attention for Electromyographic Signal Classification	14
Lightweight Source-Free Transfer for Privacy-Preserving Motor Imagery Classification	14
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning “What” and “Where”	14
Vision-Based Gaze Estimation: A Review	14
Learning Robust Features From Nonstationary Brain Signals by Multiscale Domain Adaptation Networks for Seizure Prediction	14
Spatial Cognition-Driven Deep Learning for Car Detection in Unmanned Aerial Vehicle Imagery	14
A Deep Reinforcement Learning Algorithm Suitable for Autonomous Vehicles: Double Bootstrapped Soft-Actor–Critic-Discrete	14
An End-to-End Spiking Neural Network Platform for Edge Robotics: From Event-Cameras to Central Pattern Generation	13
BCI-Controlled Assistive Manipulator: Developed Architecture and Experimental Results	13
A Multiple-Attribute Decision-Making Approach to Reinforcement Learning	13
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics	13
DTCM: Deep Transformer Capsule Mutual Distillation for Multivariate Time Series Classification	12
Faster Single Model Vigilance Detection Based on Deep Learning	12
On the Effects of Leader–Follower Roles in Dyadic Human–Robot Synchronization	12
Multimodal Self-Paced Locality-Preserving Learning for Diagnosis of Alzheimer’s Disease	12
Hierarchical Graph Pooling With Self-Adaptive Cluster Aggregation	12
STEG-Net: Spatiotemporal Edge Guidance Network for Video Salient Object Detection	11
Modeling Brain Diverse and Complex Hemodynamic Response Patterns via Deep Recurrent Autoencoder	11
Philosophical Specification of Empathetic Ethical Artificial Intelligence	11
A Cerebellum-Inspired Prediction and Correction Model for Motion Control of a Musculoskeletal Robot	11
A Cerebellum-Inspired Network Model and Learning Approaches for Solving Kinematic Tracking Control of Redundant Manipulators	11
AdaDet: An Adaptive Object Detection System Based on Early-Exit Neural Networks	11
Accelerating Evolutionary Neural Architecture Search via Multifidelity Evaluation	11
Learning Bodily Expression of Emotion for Social Robots Through Human Interaction	11
Residual Dense Attention Networks for COVID-19 Computed Tomography Images Super Resolution	11
Data-Based Collaborative Learning for Multiagent Systems Under Distributed Denial-of-Service Attacks	11
Leveraging Kernelized Synergies on Shared Subspace for Precision Grasping and Dexterous Manipulation	11
Morphological Development in Robotic Learning: A Survey	11
A Portable Device for Hand Rehabilitation With Force Cognition: Design, Interaction, and Experiment	11
Time Perception: A Review on Psychological, Computational, and Robotic Models	10
EfficientAutoGAN: Predicting the Rewards in Reinforcement-Based Neural Architecture Search for Generative Adversarial Networks	10
Motion Projection Consistency-Based 3-D Human Pose Estimation With Virtual Bones From Monocular Videos	10
Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network	10
Reinforcement-Learning-Based Dynamic Opinion Maximization Framework in Signed Social Networks	10
Spatiotemporal Dynamical Analysis of Brain Activity During Mental Fatigue Process	10
Improving Object Detection Performance Using Scene Contextual Constraints	10
Attention-Mechanism-Based Real-Time Gaze Tracking in Natural Scenes With Residual Blocks	10
Robot Navigation in Unseen Spaces Using an Abstract Map	10
Time-Spatial Multiscale Net for Vehicle Counting and Traffic Volume Estimation	10
Measuring the Cognitive Complexity in the Comprehension of Modular Process Models	10
Efficient and Collision-Free Human–Robot Collaboration Based on Intention and Trajectory Prediction	10
Applied Exoskeleton Technology: A Comprehensive Review of Physical and Cognitive Human–Robot Interaction	10
Attention-Net: An Ensemble Sketch Recognition Approach Using Vector Images	10
Computational Modeling of Embodied Visual Perspective Taking	10
Adaptive Graph Convolutional Network With Adversarial Learning for Skeleton-Based Action Prediction	10
Vocal Imitation in Sensorimotor Learning Models: A Comparative Review	9
Maxwell-Model-Based Compliance Control for Human–Robot Friendly Interaction	9
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation	9
Electroencephalogram Emotion Recognition Using Combined Features in Variational Mode Decomposition Domain	9
Intelligent Prediction Method for Updraft of UAV That Is Based on LSTM Network	9
Obscenity Detection in Videos Through a Sequential ConvNet Pipeline Classifier	9
Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model	9
3-D Facial Feature Reconstruction and Learning Network for Facial Expression Recognition in the Wild	9
Collision-Free Navigation in Human-Following Task Using a Cognitive Robotic System on Differential Drive Vehicles	9
Learning Multipart Attention Neural Network for Zero-Shot Classification	9
Isokinetic Muscle Strength Training Strategy of an Ankle Rehabilitation Robot Based on Adaptive Gain and Cascade PID Control	9
Self-Attention Pooling-Based Long-Term Temporal Network for Action Recognition	9
An Ensemble Net of Convolutional Auto-Encoder and Graph Auto-Encoder for Auto-Diagnosis	9
Clustering Based on Eye Tracking Data for Depression Recognition	9
Application of Dispersion Entropy for the Detection of Emotions With Electroencephalographic Signals	8

In-Ear SpO₂ for Classification of Cognitive Workload	8
A Hybrid BCI Using Singular Value Decomposition Values of the Fast Walsh–Hadamard Transform Coefficients	8
A Self-Trained Spatial Graph Convolutional Network for Unsupervised Human-Related Anomalous Event Detection in Complex Scenes	8
Cogno-Vest: A Torso-Worn, Force Display to Experimentally Induce Specific Hallucinations and Related Bodily Sensations	8
Self-Evolutionary Neuron Model for Fast-Response Spiking Neural Networks	8
A Hierarchical Architecture for Multisymptom Assessment of Early Parkinson’s Disease via Wearable Sensors	8
Predicting Secondary Task Performance: A Directly Actionable Metric for Cognitive Overload Detection	8
Extended Interaction With a BCI Video Game Changes Resting-State Brain Activity	8
An Unsupervised Approach for Knowledge Construction Applied to Personal Robots	8
Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration	8
EEG-Based Cognitive State Classification and Analysis of Brain Dynamics Using Deep Ensemble Model and Graphical Brain Network	8
A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation	8
In Situ Learning in Hardware Compatible Multilayer Memristive Spiking Neural Network	8
Causal Graph Convolutional Neural Network for Emotion Recognition	8
Fusing Attention Network Based on Dilated Convolution for Superresolution	7
Query Path Generation via Bidirectional Reasoning for Multihop Question Answering From Knowledge Bases	7
A Predictive Coding Account for Cognition in Human Children and Chimpanzees: A Case Study of Drawing	7
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States	7
Goal-Directed Tactile Exploration for Body Model Learning Through Self-Touch on a Humanoid Robot	7
HHFS: A Hybrid Hierarchical Feature Selection Method for Ageing Gene Classification	7
A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement	7
Emotion Recognition Based on EEG Brain Rhythm Sequencing Technique	7
CLIC: Curriculum Learning and Imitation for Object Control in Nonrewarding Environments	7
Increase in Brain Effective Connectivity in Multitasking but not in a High-Fatigue State	7
Understanding Decisions in Collective Risk Social Dilemma Games Using Reinforcement Learning	7
A Sim-to-Real Learning-Based Framework for Contact-Rich Assembly by Utilizing CycleGAN and Force Control	7
Learning Human-to-Robot Dexterous Handovers for Anthropomorphic Hand	7
An Information Dissemination Model Based on the Rumor and Anti-Rumor and Stimulate-Rumor and Tripartite Cognitive Game	7
Six-Dimensional Target Pose Estimation for Robot Autonomous Manipulation: Methodology and Verification	7
CSC-Net: Cross-Color Spatial Co-Occurrence Matrix Network for Detecting Synthesized Fake Images	7
Brain Biometrics of Steady-State Visual Evoked Potential Functional Networks	7
Understanding the Role of Objects in Joint Attention Task Framework for Children With Autism	7
Incremental Learning Framework for Autonomous Robots Based on Q-Learning and the Adaptive Kernel Linear Model	7
A Dynamically Adaptive Approach to Reducing Strategic Interference for Multiagent Systems	7
Cognitive Workload Estimation Using Variational Autoencoder and Attention-Based Deep Model	7