IEEE Transactions on Cognitive and Developmental Systems

Article	Citations
Transfer Learning for EEG-Based Brain–Computer Interfaces: A Review of Progress Made Since 2016	151
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity	143
A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition	132
Affective EEG-Based Person Identification Using the Deep Learning Approach	113
Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition	94
A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition	88
Epileptic Signal Classification With Deep EEG Features by Stacked CNNs	57
Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals	55
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review	50
Facial Expression Recognition via Deep Action Units Graph Network Based on Psychological Mechanism	46
Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization	46
Approaches, Challenges, and Applications for Deep Visual Odometry: Toward Complicated and Emerging Areas	46
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period	44
GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition	44
Trear: Transformer-Based RGB-D Egocentric Action Recognition	44
Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask	42
Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition	42
CNN-G: Convolutional Neural Network Combined With Graph for Image Segmentation With Theoretical Analysis	40
Path Planning in Multiple-AUV Systems for Difficult Target Traveling Missions: A Hybrid Metaheuristic Approach	40
Can Emotion Be Transferred?—A Review on Transfer Learning for EEG-Based Emotion Recognition	40
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition	39
Deep Residual Network With Adaptive Learning Framework for Fingerprint Liveness Detection	37
Exoskeleton Online Learning and Estimation of Human Walking Intention Based on Dynamical Movement Primitives	36
A Regression Method With Subnetwork Neurons for Vigilance Estimation Using EOG and EEG	36
LieNet: A Deep Convolution Neural Network Framework for Detecting Deception	35

A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks	35
Skill Learning Strategy Based on Dynamic Motion Primitives for Human–Robot Cooperative Manipulation	34
An Empirical Study of Active Inference on a Humanoid Robot	32
A Survey on Neuromarketing Using EEG Signals	31
Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems	30
Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm	29
A Two-Stream Neural Network for Pose-Based Hand Gesture Recognition	28
A Framework of Hybrid Force/Motion Skills Learning for Robots	28
Occlusion-Based Coordination Protocol Design for Autonomous Robotic Shepherding Tasks	28
A Gesture Recognition System Based on Time Domain Features and Linear Discriminant Analysis	28
Uncertainty Modeling for Multicenter Autism Spectrum Disorder Classification Using Takagi–Sugeno–Kang Fuzzy Systems	27
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors	27
Face Editing Based on Facial Recognition Features	27
Four-Dimensional Modeling of fMRI Data via Spatio–Temporal Convolutional Neural Networks (ST-CNNs)	27
Epileptic Classification With Deep-Transfer-Learning-Based Feature Fusion Algorithm	25
Deep Echo State Network With Multiple Adaptive Reservoirs for Time Series Prediction	25
Deep Spiking Neural Networks With Binary Weights for Object Recognition	25
Functional Integration and Separation of Brain Network Based on Phase Locking Value During Emotion Processing	25
Human-in-the-Loop Control Strategy of Unilateral Exoskeleton Robots for Gait Rehabilitation	24
Deep Binocular Fixation Prediction Using a Hierarchical Multimodal Fusion Network	24
Identity–Expression Dual Branch Network for Facial Expression Recognition	24
Hierarchy Graph Convolution Network and Tree Classification for Epileptic Detection on Electroencephalography Signals	24
Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation	23
Machine Learning in Robot-Assisted Upper Limb Rehabilitation: A Focused Review	23
A Circadian Rhythms Learning Network for Resisting Cognitive Periodic Noises of Time-Varying Dynamic System and Applications to Robots	22
A Novel Robotic Guidance System With Eye-Gaze Tracking Control for Needle-Based Interventions	22
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain–Computer Interface and Audiovisual Feedback	22
Reducing Redundancy of Musculoskeletal Robot With Convex Hull Vertexes Selection	22
So Cloze Yet So Far: N400 Amplitude Is Better Predicted by Distributional Information Than Human Predictability Judgements	21
EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks	21
Speech Emotion Recognition Based on Robust Discriminative Sparse Regression	20
Weighted Ensemble of Deep Convolution Neural Networks for Single-Trial Character Detection in Devanagari-Script-Based P300 Speller	20
Color Facial Expression Recognition by Quaternion Convolutional Neural Network With Gabor Attention	20
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems	20
Locomotion Mode Identification and Gait Phase Estimation for Exoskeletons During Continuous Multilocomotion Tasks	20
Single-Layer Learning-Based Predictive Control With Echo State Network for Pneumatic-Muscle-Actuators-Driven Exoskeleton	20
Sentiment Cognition From Words Shortlisted by Fuzzy Entropy	20
Computational Modeling of Emotion-Motivated Decisions for Continuous Control of Mobile Robots	20
Relation-Aware Facial Expression Recognition	19
Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media	18
Deep Variational Autoencoder for Mapping Functional Brain Networks	18
BND*-DDQN: Learn to Steer Autonomously Through Deep Reinforcement Learning	18
Conditional Generative Adversarial Networks for Optimal Path Planning	18
Logistic Regression With Tangent Space-Based Cross-Subject Learning for Enhancing Motor Imagery Classification	17
Data-Fusion-Based Two-Stage Cascade Framework for Multimodality Face Anti-Spoofing	17
Bioinspired Visual-Integrated Model for Multilabel Classification of Textile Defect Images	17
Pick the Right Co-Worker: Online Assessment of Cognitive Ergonomics in Human–Robot Collaborative Assembly	17
Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies	16
A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy	16
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition	16

An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature	15
Brain–Computer Interface Integrated With Augmented Reality for Human–Robot Interaction	15
Conversational Affective Social Robots for Ageing and Dementia Support	15
Robust Heart Rate Estimation With Spatial–Temporal Attention Network From Facial Videos	15
An Associative-Memory-Based Reconfigurable Memristive Neuromorphic System With Synchronous Weight Training	15
Predefined-Time Synchronization of Stochastic Memristor-Based Bidirectional Associative Memory Neural Networks With Time-Varying Delays	15
Electroencephalogram Emotion Recognition Based on Dispersion Entropy Feature Extraction Using Random Oversampling Imbalanced Data Processing	15
Attention-Based Video Hashing for Large-Scale Video Retrieval	14
The Why, What, and How of Artificial General Intelligence Chip Development	14
Adaptive Spatiotemporal Representation Learning for Skeleton-Based Human Action Recognition	14
Automatic Segmentation of Pneumothorax in Chest Radiographs Based on a Two-Stage Deep Learning Method	14
Performance Comparison of Gesture Recognition System Based on Different Classifiers	14
Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition	13
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics	13
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems	13
Learning Robust Features From Nonstationary Brain Signals by Multiscale Domain Adaptation Networks for Seizure Prediction	13
MFFFLD: A Multimodal-Feature-Fusion-Based Fingerprint Liveness Detection	13
Multimodal Turn-Taking: Motivations, Methodological Challenges, and Novel Approaches	13
A Vector-Based Constrained Obstacle Avoidance Scheme for Wheeled Mobile Redundant Robot Manipulator	13
Deep-Learning-Based Diagnosis and Prognosis of Alzheimer’s Disease: A Comprehensive Review	13
Real-Time Fall Detection Using Uncalibrated Fisheye Cameras	13
A Multiple-Attribute Decision-Making Approach to Reinforcement Learning	13
Adaptive Image-Based Visual Servoing for Hovering Control of Quad-Rotor	12
Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems	12
Federated Reinforcement Learning for Collective Navigation of Robotic Swarms	12
Performance-Based Iterative Learning Control for Task-Oriented Rehabilitation: A Pilot Study in Robot-Assisted Bilateral Training	12
Spatial Cognition-Driven Deep Learning for Car Detection in Unmanned Aerial Vehicle Imagery	12
Sensing and Navigation of Wearable Assistance Cognitive Systems for the Visually Impaired	12
Self-Supervised Vision-Based Detection of the Active Speaker as Support for Socially Aware Language Acquisition	12
Teach Your Robot Your Language! Trainable Neural Parser for Modeling Human Sentence Processing: Examples for 15 Languages	11
A Deep Reinforcement Learning Algorithm Suitable for Autonomous Vehicles: Double Bootstrapped Soft-Actor–Critic-Discrete	11
Deep Multibranch Fusion Residual Network for Insect Pest Recognition	11
BCI-Controlled Assistive Manipulator: Developed Architecture and Experimental Results	11
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation	11
Electroencephalogram-Based Motor Imagery Brain–Computer Interface Using Multivariate Iterative Filtering and Spatial Filtering	11
Reconfiguration of Brain Network Between Resting State and P300 Task	11
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning “What” and “Where”	11
Vision-Based Gaze Estimation: A Review	11
Leveraging Kernelized Synergies on Shared Subspace for Precision Grasping and Dexterous Manipulation	10
Agent-Based Intelligent Decision Support Systems: A Systematic Review	10
Computational Modeling of Embodied Visual Perspective Taking	10
On the Effects of Leader–Follower Roles in Dyadic Human–Robot Synchronization	10
STEG-Net: Spatiotemporal Edge Guidance Network for Video Salient Object Detection	10
A Portable Device for Hand Rehabilitation With Force Cognition: Design, Interaction, and Experiment	10
Time Perception: A Review on Psychological, Computational, and Robotic Models	10
A Multiscale Feature Extraction Network Based on Channel-Spatial Attention for Electromyographic Signal Classification	9
A Multitier Reinforcement Learning Model for a Cooperative Multiagent System	9
Morphological Development in Robotic Learning: A Survey	9
Spatiotemporal Dynamical Analysis of Brain Activity During Mental Fatigue Process	9
Self-Attention Pooling-Based Long-Term Temporal Network for Action Recognition	9
Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model	9
Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network	9
Robot Navigation in Unseen Spaces Using an Abstract Map	9
Exploration of Subjective Color Perceptual-Ability by EEG-Induced Type-2 Fuzzy Classifiers	9
Dialogue Management in Conversational Systems: A Review of Approaches, Challenges, and Opportunities	9
Modeling Brain Diverse and Complex Hemodynamic Response Patterns via Deep Recurrent Autoencoder	9
Philosophical Specification of Empathetic Ethical Artificial Intelligence	9
Learning Bodily Expression of Emotion for Social Robots Through Human Interaction	9
Maxwell-Model-Based Compliance Control for Human–Robot Friendly Interaction	9
Improving Object Detection Performance Using Scene Contextual Constraints	8
Integrating Image-Based and Knowledge-Based Representation Learning	8
Attention-Mechanism-Based Real-Time Gaze Tracking in Natural Scenes With Residual Blocks	8
Collision-Free Navigation in Human-Following Task Using a Cognitive Robotic System on Differential Drive Vehicles	8
An End-to-End Spiking Neural Network Platform for Edge Robotics: From Event-Cameras to Central Pattern Generation	8
A Predictive Coding Account for Cognition in Human Children and Chimpanzees: A Case Study of Drawing	8
Vocal Imitation in Sensorimotor Learning Models: A Comparative Review	8
Lightweight Source-Free Transfer for Privacy-Preserving Motor Imagery Classification	8
Reinforcement-Learning-Based Dynamic Opinion Maximization Framework in Signed Social Networks	8
Measuring the Cognitive Complexity in the Comprehension of Modular Process Models	8
Robot Manipulation in Open Environments: New Perspectives	8
Faster Single Model Vigilance Detection Based on Deep Learning	8
EfficientAutoGAN: Predicting the Rewards in Reinforcement-Based Neural Architecture Search for Generative Adversarial Networks	8
Optimization of Output Spike Train Encoding for a Spiking Neuron Based on its Spatio–Temporal Input Pattern	8
Attention-Net: An Ensemble Sketch Recognition Approach Using Vector Images	8
Time-Spatial Multiscale Net for Vehicle Counting and Traffic Volume Estimation	8
CLIC: Curriculum Learning and Imitation for Object Control in Nonrewarding Environments	8
An Unsupervised Approach for Knowledge Construction Applied to Personal Robots	8
Sampling-Tree Model: Efficient Implementation of Distributed Bayesian Inference in Neural Networks	7
Cogno-Vest: A Torso-Worn, Force Display to Experimentally Induce Specific Hallucinations and Related Bodily Sensations	7
Extended Interaction With a BCI Video Game Changes Resting-State Brain Activity	7

Self-Evolutionary Neuron Model for Fast-Response Spiking Neural Networks	7
Data-Based Collaborative Learning for Multiagent Systems Under Distributed Denial-of-Service Attacks	7
A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation	7
An Ensemble Net of Convolutional Auto-Encoder and Graph Auto-Encoder for Auto-Diagnosis	7
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition	7
Joint Attention in Hearing Parent–Deaf Child and Hearing Parent–Hearing Child Dyads	7
Facial Expression Recognition Through Cross-Modality Attention Fusion	7
Residual Dense Attention Networks for COVID-19 Computed Tomography Images Super Resolution	7
Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration	7
Increase in Brain Effective Connectivity in Multitasking but not in a High-Fatigue State	7
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States	7
Obscenity Detection in Videos Through a Sequential ConvNet Pipeline Classifier	7
3-D Facial Feature Reconstruction and Learning Network for Facial Expression Recognition in the Wild	7
Decentralized Energy-Aware Co-Planning of Motion and Communication Strategies for Networked Mobile Robots	7
In Situ Learning in Hardware Compatible Multilayer Memristive Spiking Neural Network	7
Observer-Based Event-Triggered Iterative Learning Consensus for Locally Lipschitz Nonlinear MASs	7
Application of Dispersion Entropy for the Detection of Emotions With Electroencephalographic Signals	7
Efficient and Collision-Free Human–Robot Collaboration Based on Intention and Trajectory Prediction	7
HHFS: A Hybrid Hierarchical Feature Selection Method for Ageing Gene Classification	7
AdaDet: An Adaptive Object Detection System Based on Early-Exit Neural Networks	7
rPPG-Based Heart Rate Estimation Using Spatial-Temporal Attention Network	7
A Cerebellum-Inspired Prediction and Correction Model for Motion Control of a Musculoskeletal Robot	6
Adaptation Through Prediction: Multisensory Active Inference Torque Control	6
In-Ear SpO₂ for Classification of Cognitive Workload	6
SIBoLS: Robust and Energy-efficient Learning for Spike-based Machine Intelligence in Information Bottleneck Framework	6
Isokinetic Muscle Strength Training Strategy of an Ankle Rehabilitation Robot Based on Adaptive Gain and Cascade PID Control	6
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation	6
Robot Multimodal Object Perception and Recognition: Synthetic Maturation of Sensorimotor Learning in Embodied Systems	6
Visual Sentiment Classification via Low-Rank Regularization and Label Relaxation	6
Perceptual Modeling of Tinnitus Pitch and Loudness	6
Interactive Question-Posing System for Robot-Assisted Reminiscence From Personal Photographs	6
Hierarchical Graph Pooling With Self-Adaptive Cluster Aggregation	6
An Information Dissemination Model Based on the Rumor and Anti-Rumor and Stimulate-Rumor and Tripartite Cognitive Game	6
Goal-Directed Tactile Exploration for Body Model Learning Through Self-Touch on a Humanoid Robot	6
Geometry-Aware Graph Embedding Projection Metric Learning for Image Set Classification	6
Enable Fully Customized Assistance: A Novel IMU-Based Motor Intent Decoding Scheme	6
Hemodynamic Analysis for Olfactory Perceptual Degradation Assessment Using Generalized Type-2 Fuzzy Regression	6
Concrete Action Representation Model: From Neuroscience to Robotics	6
Intelligent Prediction Method for Updraft of UAV That Is Based on LSTM Network	6
Diagnosis of Multiple Sclerosis Using Graph-Theoretic Measures of Cognitive-Task-Based Functional Connectivity Networks	6
A Concealed Information Test System Based on Functional Brain Connectivity and Signal Entropy of Audio–Visual ERP	6
Intraindividual Completion Time Modulates the Prediction Error Negativity in a Virtual 3-D Object Selection Task	6
Investigating Neural Substrates of Individual Independence and Interdependence Orientations via Efficiency-Based Dynamic Functional Connectivity: A Machine Learning Approach	6
A Dynamically Adaptive Approach to Reducing Strategic Interference for Multiagent Systems	6
A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement	6
Adaptive Graph Convolutional Network With Adversarial Learning for Skeleton-Based Action Prediction	6
Goal-Directed Empowerment: Combining Intrinsic Motivation and Task-Oriented Behavior	6