IEEE Transactions on Cognitive and Developmental Systems

Article	Citations
Transfer Learning for EEG-Based Brain–Computer Interfaces: A Review of Progress Made Since 2016	142
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity	140
A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition	128
Affective EEG-Based Person Identification Using the Deep Learning Approach	112
Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition	87
A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition	86
Epileptic Signal Classification With Deep EEG Features by Stacked CNNs	57
Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals	53
Approaches, Challenges, and Applications for Deep Visual Odometry: Toward Complicated and Emerging Areas	46
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review	45
Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization	44
Facial Expression Recognition via Deep Action Units Graph Network Based on Psychological Mechanism	44
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period	43
Trear: Transformer-Based RGB-D Egocentric Action Recognition	43
Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition	42
GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition	42
Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask	41
Path Planning in Multiple-AUV Systems for Difficult Target Traveling Missions: A Hybrid Metaheuristic Approach	39
CNN-G: Convolutional Neural Network Combined With Graph for Image Segmentation With Theoretical Analysis	39
Can Emotion Be Transferred?—A Review on Transfer Learning for EEG-Based Emotion Recognition	38
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition	38
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	35
A Regression Method With Subnetwork Neurons for Vigilance Estimation Using EOG and EEG	35
A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks	34

LieNet: A Deep Convolution Neural Network Framework for Detecting Deception	34
Skill Learning Strategy Based on Dynamic Motion Primitives for Human–Robot Cooperative Manipulation	33
An Empirical Study of Active Inference on a Humanoid Robot	31
A Survey on Neuromarketing Using EEG Signals	30
Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm	29
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
A Two-Stream Neural Network for Pose-Based Hand Gesture Recognition	28
Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems	28
A Framework of Hybrid Force/Motion Skills Learning for Robots	28
Four-Dimensional Modeling of fMRI Data via Spatio–Temporal Convolutional Neural Networks (ST-CNNs)	27
Face Editing Based on Facial Recognition Features	27
Uncertainty Modeling for Multicenter Autism Spectrum Disorder Classification Using Takagi–Sugeno–Kang Fuzzy Systems	26
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors	26
Epileptic Classification With Deep-Transfer-Learning-Based Feature Fusion Algorithm	25
Deep Spiking Neural Networks With Binary Weights for Object Recognition	25
Deep Echo State Network With Multiple Adaptive Reservoirs for Time Series Prediction	24
Hierarchy Graph Convolution Network and Tree Classification for Epileptic Detection on Electroencephalography Signals	24
Deep Binocular Fixation Prediction Using a Hierarchical Multimodal Fusion Network	24
Human-in-the-Loop Control Strategy of Unilateral Exoskeleton Robots for Gait Rehabilitation	24
Functional Integration and Separation of Brain Network Based on Phase Locking Value During Emotion Processing	23
Identity–Expression Dual Branch Network for Facial Expression Recognition	23
Regression-Based Continuous Driving Fatigue Estimation: Toward Practical Implementation	23
Machine Learning in Robot-Assisted Upper Limb Rehabilitation: A Focused Review	22
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
Reducing Redundancy of Musculoskeletal Robot With Convex Hull Vertexes Selection	21
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems	20
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain–Computer Interface and Audiovisual Feedback	20
Weighted Ensemble of Deep Convolution Neural Networks for Single-Trial Character Detection in Devanagari-Script-Based P300 Speller	20
EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks	20
Computational Modeling of Emotion-Motivated Decisions for Continuous Control of Mobile Robots	20
Color Facial Expression Recognition by Quaternion Convolutional Neural Network With Gabor Attention	19
Sentiment Cognition From Words Shortlisted by Fuzzy Entropy	19
Single-Layer Learning-Based Predictive Control With Echo State Network for Pneumatic-Muscle-Actuators-Driven Exoskeleton	19
Locomotion Mode Identification and Gait Phase Estimation for Exoskeletons During Continuous Multilocomotion Tasks	19
Speech Emotion Recognition Based on Robust Discriminative Sparse Regression	18
Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media	18
BND*-DDQN: Learn to Steer Autonomously Through Deep Reinforcement Learning	18
Deep Variational Autoencoder for Mapping Functional Brain Networks	17
Bioinspired Visual-Integrated Model for Multilabel Classification of Textile Defect Images	17
Conditional Generative Adversarial Networks for Optimal Path Planning	17
Relation-Aware Facial Expression Recognition	17
Logistic Regression With Tangent Space-Based Cross-Subject Learning for Enhancing Motor Imagery Classification	17
So Cloze Yet So Far: N400 Amplitude Is Better Predicted by Distributional Information Than Human Predictability Judgements	17
Pick the Right Co-Worker: Online Assessment of Cognitive Ergonomics in Human–Robot Collaborative Assembly	17
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition	16
Data-Fusion-Based Two-Stage Cascade Framework for Multimodality Face Anti-Spoofing	16
Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies	16
Electroencephalogram Emotion Recognition Based on Dispersion Entropy Feature Extraction Using Random Oversampling Imbalanced Data Processing	15

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
A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy	15
Attention-Based Video Hashing for Large-Scale Video Retrieval	14
The Why, What, and How of Artificial General Intelligence Chip Development	14
Robust Heart Rate Estimation With Spatial–Temporal Attention Network From Facial Videos	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
Predefined-Time Synchronization of Stochastic Memristor-Based Bidirectional Associative Memory Neural Networks With Time-Varying Delays	13
MFFFLD: A Multimodal-Feature-Fusion-Based Fingerprint Liveness Detection	13
Conversational Affective Social Robots for Ageing and Dementia Support	13
A Multiple-Attribute Decision-Making Approach to Reinforcement Learning	13
Learning Robust Features From Nonstationary Brain Signals by Multiscale Domain Adaptation Networks for Seizure Prediction	13
Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics	13
Real-Time Fall Detection Using Uncalibrated Fisheye Cameras	13
Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition	12
Self-Supervised Vision-Based Detection of the Active Speaker as Support for Socially Aware Language Acquisition	12
Adaptive Image-Based Visual Servoing for Hovering Control of Quad-Rotor	12
Multimodal Turn-Taking: Motivations, Methodological Challenges, and Novel Approaches	12
Adaptive Spatiotemporal Representation Learning for Skeleton-Based Human Action Recognition	12
Performance-Based Iterative Learning Control for Task-Oriented Rehabilitation: A Pilot Study in Robot-Assisted Bilateral Training	12
A Vector-Based Constrained Obstacle Avoidance Scheme for Wheeled Mobile Redundant Robot Manipulator	12
Deep-Learning-Based Diagnosis and Prognosis of Alzheimer’s Disease: A Comprehensive Review	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
An Associative-Memory-Based Reconfigurable Memristive Neuromorphic System With Synchronous Weight Training	12
Reconfiguration of Brain Network Between Resting State and P300 Task	11
A Deep Reinforcement Learning Algorithm Suitable for Autonomous Vehicles: Double Bootstrapped Soft-Actor–Critic-Discrete	11
Federated Reinforcement Learning for Collective Navigation of Robotic Swarms	11
BCI-Controlled Assistive Manipulator: Developed Architecture and Experimental Results	11
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation	11
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems	11
Teach Your Robot Your Language! Trainable Neural Parser for Modeling Human Sentence Processing: Examples for 15 Languages	11
Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems	11
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning “What” and “Where”	11
Leveraging Kernelized Synergies on Shared Subspace for Precision Grasping and Dexterous Manipulation	10
Agent-Based Intelligent Decision Support Systems: A Systematic Review	10
Vision-Based Gaze Estimation: A Review	10
Computational Modeling of Embodied Visual Perspective Taking	10
Time Perception: A Review on Psychological, Computational, and Robotic Models	10
STEG-Net: Spatiotemporal Edge Guidance Network for Video Salient Object Detection	10
Electroencephalogram-Based Motor Imagery Brain–Computer Interface Using Multivariate Iterative Filtering and Spatial Filtering	10
On the Effects of Leader–Follower Roles in Dyadic Human–Robot Synchronization	10
Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model	9
A Multitier Reinforcement Learning Model for a Cooperative Multiagent System	9
Robot Navigation in Unseen Spaces Using an Abstract Map	9
A Portable Device for Hand Rehabilitation With Force Cognition: Design, Interaction, and Experiment	9
Maxwell-Model-Based Compliance Control for Human–Robot Friendly Interaction	9
Self-Attention Pooling-Based Long-Term Temporal Network for Action Recognition	9
Learning Bodily Expression of Emotion for Social Robots Through Human Interaction	9
Deep Multibranch Fusion Residual Network for Insect Pest Recognition	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
Patient-Specific Seizure Prediction From Electroencephalogram Signal via Multichannel Feedback Capsule Network	9
Spatiotemporal Dynamical Analysis of Brain Activity During Mental Fatigue Process	9
Philosophical Specification of Empathetic Ethical Artificial Intelligence	8
Reinforcement-Learning-Based Dynamic Opinion Maximization Framework in Signed Social Networks	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
A Multiscale Feature Extraction Network Based on Channel-Spatial Attention for Electromyographic Signal Classification	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
Robot Manipulation in Open Environments: New Perspectives	8
An Unsupervised Approach for Knowledge Construction Applied to Personal Robots	8
Improving Object Detection Performance Using Scene Contextual Constraints	8
Optimization of Output Spike Train Encoding for a Spiking Neuron Based on its Spatio–Temporal Input Pattern	8
Lightweight Source-Free Transfer for Privacy-Preserving Motor Imagery Classification	8
Time-Spatial Multiscale Net for Vehicle Counting and Traffic Volume Estimation	8
Morphological Development in Robotic Learning: A Survey	8
CLIC: Curriculum Learning and Imitation for Object Control in Nonrewarding Environments	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
Integrating Image-Based and Knowledge-Based Representation Learning	8
Attention-Net: An Ensemble Sketch Recognition Approach Using Vector Images	8
Efficient and Collision-Free Human–Robot Collaboration Based on Intention and Trajectory Prediction	7
A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation	7
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition	7
In Situ Learning in Hardware Compatible Multilayer Memristive Spiking Neural Network	7

Measuring the Cognitive Complexity in the Comprehension of Modular Process Models	7
Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration	7
Data-Based Collaborative Learning for Multiagent Systems Under Distributed Denial-of-Service Attacks	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
Joint Attention in Hearing Parent–Deaf Child and Hearing Parent–Hearing Child Dyads	7
Extended Interaction With a BCI Video Game Changes Resting-State Brain Activity	7
Obscenity Detection in Videos Through a Sequential ConvNet Pipeline Classifier	7
rPPG-Based Heart Rate Estimation Using Spatial-Temporal Attention Network	7
Sampling-Tree Model: Efficient Implementation of Distributed Bayesian Inference in Neural Networks	7
Observer-Based Event-Triggered Iterative Learning Consensus for Locally Lipschitz Nonlinear MASs	7
Self-Evolutionary Neuron Model for Fast-Response Spiking Neural Networks	7
Adaptation Through Prediction: Multisensory Active Inference Torque Control	6
Geometry-Aware Graph Embedding Projection Metric Learning for Image Set Classification	6
Application of Dispersion Entropy for the Detection of Emotions With Electroencephalographic Signals	6
A Dynamically Adaptive Approach to Reducing Strategic Interference for Multiagent Systems	6
Enable Fully Customized Assistance: A Novel IMU-Based Motor Intent Decoding Scheme	6
Visual Sentiment Classification via Low-Rank Regularization and Label Relaxation	6
Facial Expression Recognition Through Cross-Modality Attention Fusion	6
In-Ear SpO₂ for Classification of Cognitive Workload	6
Perceptual Modeling of Tinnitus Pitch and Loudness	6
Goal-Directed Tactile Exploration for Body Model Learning Through Self-Touch on a Humanoid Robot	6
Interactive Question-Posing System for Robot-Assisted Reminiscence From Personal Photographs	6
Investigating Neural Substrates of Individual Independence and Interdependence Orientations via Efficiency-Based Dynamic Functional Connectivity: A Machine Learning Approach	6
Residual Dense Attention Networks for COVID-19 Computed Tomography Images Super Resolution	6
Intraindividual Completion Time Modulates the Prediction Error Negativity in a Virtual 3-D Object Selection Task	6
An Ensemble Net of Convolutional Auto-Encoder and Graph Auto-Encoder for Auto-Diagnosis	6
Robot Multimodal Object Perception and Recognition: Synthetic Maturation of Sensorimotor Learning in Embodied Systems	6
A Concealed Information Test System Based on Functional Brain Connectivity and Signal Entropy of Audio–Visual ERP	6
Intelligent Prediction Method for Updraft of UAV That Is Based on LSTM Network	6
Isokinetic Muscle Strength Training Strategy of an Ankle Rehabilitation Robot Based on Adaptive Gain and Cascade PID Control	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
Diagnosis of Multiple Sclerosis Using Graph-Theoretic Measures of Cognitive-Task-Based Functional Connectivity Networks	6
HHFS: A Hybrid Hierarchical Feature Selection Method for Ageing Gene Classification	6
A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement	6
Hemodynamic Analysis for Olfactory Perceptual Degradation Assessment Using Generalized Type-2 Fuzzy Regression	6
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States	6
Cogno-Vest: A Torso-Worn, Force Display to Experimentally Induce Specific Hallucinations and Related Bodily Sensations	6
Increase in Brain Effective Connectivity in Multitasking but not in a High-Fatigue State	6