IEEE Transactions on Cognitive and Developmental Systems

Article	Citations
Transfer Learning for EEG-Based Brain–Computer Interfaces: A Review of Progress Made Since 2016	135
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity	133
A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition	122
Affective EEG-Based Person Identification Using the Deep Learning Approach	110
Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition	82
A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition	81
Abnormal Event Detection From Videos Using a Two-Stream Recurrent Variational Autoencoder	61
Epileptic Signal Classification With Deep EEG Features by Stacked CNNs	56
Detecting Fatigue Status of Pilots Based on Deep Learning Network Using EEG Signals	53
Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review	45
Driving Fatigue Recognition With Functional Connectivity Based on Phase Synchronization	43
Facial Expression Recognition via Deep Action Units Graph Network Based on Psychological Mechanism	43
Approaches, Challenges, and Applications for Deep Visual Odometry: Toward Complicated and Emerging Areas	43
Deep Learning in EEG: Advance of the Last Ten-Year Critical Period	41
Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask	41
GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition	40
Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition	40
Trear: Transformer-Based RGB-D Egocentric Action Recognition	39
Path Planning in Multiple-AUV Systems for Difficult Target Traveling Missions: A Hybrid Metaheuristic Approach	38
Deep Residual Network With Adaptive Learning Framework for Fingerprint Liveness Detection	37
A Rapid Spiking Neural Network Approach With an Application on Hand Gesture Recognition	37
CNN-G: Convolutional Neural Network Combined With Graph for Image Segmentation With Theoretical Analysis	37
Exoskeleton Online Learning and Estimation of Human Walking Intention Based on Dynamical Movement Primitives	35
Can Emotion Be Transferred?—A Review on Transfer Learning for EEG-Based Emotion Recognition	34
A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks	33

LieNet: A Deep Convolution Neural Network Framework for Detecting Deception	31
Skill Learning Strategy Based on Dynamic Motion Primitives for Human–Robot Cooperative Manipulation	31
A Regression Method With Subnetwork Neurons for Vigilance Estimation Using EOG and EEG	30
An Empirical Study of Active Inference on a Humanoid Robot	30
A Survey on Neuromarketing Using EEG Signals	29
Epileptic Signal Classification Based on Synthetic Minority Oversampling and Blending Algorithm	28
Face Editing Based on Facial Recognition Features	27
Occlusion-Based Coordination Protocol Design for Autonomous Robotic Shepherding Tasks	27
A Gesture Recognition System Based on Time Domain Features and Linear Discriminant Analysis	27
A Two-Stream Neural Network for Pose-Based Hand Gesture Recognition	26
Four-Dimensional Modeling of fMRI Data via Spatio–Temporal Convolutional Neural Networks (ST-CNNs)	26
A Framework of Hybrid Force/Motion Skills Learning for Robots	26
A Multilayer Neural Network Merging Image Preprocessing and Pattern Recognition by Integrating Diffusion and Drift Memristors	26
Uncertainty Modeling for Multicenter Autism Spectrum Disorder Classification Using Takagi–Sugeno–Kang Fuzzy Systems	26
Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems	25
Deep Spiking Neural Networks With Binary Weights for Object Recognition	24
Human-in-the-Loop Control Strategy of Unilateral Exoskeleton Robots for Gait Rehabilitation	24
Deep Echo State Network With Multiple Adaptive Reservoirs for Time Series Prediction	24
Deep Binocular Fixation Prediction Using a Hierarchical Multimodal Fusion Network	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
Functional Integration and Separation of Brain Network Based on Phase Locking Value During Emotion Processing	23
Epileptic Classification With Deep-Transfer-Learning-Based Feature Fusion Algorithm	23
A Novel Robotic Guidance System With Eye-Gaze Tracking Control for Needle-Based Interventions	22
Identity–Expression Dual Branch Network for Facial Expression Recognition	22
Machine Learning in Robot-Assisted Upper Limb Rehabilitation: A Focused Review	22
Cooperative Manipulation for a Mobile Dual-Arm Robot Using Sequences of Dynamic Movement Primitives	22
A Circadian Rhythms Learning Network for Resisting Cognitive Periodic Noises of Time-Varying Dynamic System and Applications to Robots	22
Reducing Redundancy of Musculoskeletal Robot With Convex Hull Vertexes Selection	20
Toward Improving Engagement in Neural Rehabilitation: Attention Enhancement Based on Brain–Computer Interface and Audiovisual Feedback	20
Explanation as a Social Practice: Toward a Conceptual Framework for the Social Design of AI Systems	20
EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks	19
Locomotion Mode Identification and Gait Phase Estimation for Exoskeletons During Continuous Multilocomotion Tasks	19
Weighted Ensemble of Deep Convolution Neural Networks for Single-Trial Character Detection in Devanagari-Script-Based P300 Speller	19
Single-Layer Learning-Based Predictive Control With Echo State Network for Pneumatic-Muscle-Actuators-Driven Exoskeleton	19
Sentiment Cognition From Words Shortlisted by Fuzzy Entropy	19
BND*-DDQN: Learn to Steer Autonomously Through Deep Reinforcement Learning	18
Computational Modeling of Emotion-Motivated Decisions for Continuous Control of Mobile Robots	18
Multimodal Deep Learning Framework for Image Popularity Prediction on Social Media	17
Color Facial Expression Recognition by Quaternion Convolutional Neural Network With Gabor Attention	17
Bioinspired Visual-Integrated Model for Multilabel Classification of Textile Defect Images	17
Logistic Regression With Tangent Space-Based Cross-Subject Learning for Enhancing Motor Imagery Classification	17
Pick the Right Co-Worker: Online Assessment of Cognitive Ergonomics in Human–Robot Collaborative Assembly	17
Speech Emotion Recognition Based on Robust Discriminative Sparse Regression	16
Residual GCB-Net: Residual Graph Convolutional Broad Network on Emotion Recognition	16
Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies	16
DeepFeat: A Bottom-Up and Top-Down Saliency Model Based on Deep Features of Convolutional Neural Networks	16
Conditional Generative Adversarial Networks for Optimal Path Planning	16
A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy	15
Electroencephalogram Emotion Recognition Based on Dispersion Entropy Feature Extraction Using Random Oversampling Imbalanced Data Processing	15

So Cloze Yet So Far: N400 Amplitude Is Better Predicted by Distributional Information Than Human Predictability Judgements	15
Data-Fusion-Based Two-Stage Cascade Framework for Multimodality Face Anti-Spoofing	15
An End-to-End Mammogram Diagnosis: A New Multi-Instance and Multiscale Method Based on Single-Image Feature	14
Relation-Aware Facial Expression Recognition	14
Attention-Based Video Hashing for Large-Scale Video Retrieval	14
The Why, What, and How of Artificial General Intelligence Chip Development	14
Deep Variational Autoencoder for Mapping Functional Brain Networks	14
Performance Comparison of Gesture Recognition System Based on Different Classifiers	14
Brain–Computer Interface Integrated With Augmented Reality for Human–Robot Interaction	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
A Multiple-Attribute Decision-Making Approach to Reinforcement Learning	13
Conversational Affective Social Robots for Ageing and Dementia Support	13
Semantic Relational Object Tracking	13
Automatic Segmentation of Pneumothorax in Chest Radiographs Based on a Two-Stage Deep Learning Method	13
Adaptive Spatiotemporal Representation Learning for Skeleton-Based Human Action Recognition	12
MFFFLD: A Multimodal-Feature-Fusion-Based Fingerprint Liveness Detection	12
Real-Time Fall Detection Using Uncalibrated Fisheye Cameras	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
Zero-Shot Classification Based on Multitask Mixed Attribute Relations and Attribute-Specific Features	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
Deep-Learning-Based Diagnosis and Prognosis of Alzheimer’s Disease: A Comprehensive Review	11
Reconfiguration of Brain Network Between Resting State and P300 Task	11
Robust Heart Rate Estimation With Spatial–Temporal Attention Network From Facial Videos	11
Multimodal Turn-Taking: Motivations, Methodological Challenges, and Novel Approaches	11
Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems	11
BCI-Controlled Assistive Manipulator: Developed Architecture and Experimental Results	11
Performance-Based Iterative Learning Control for Task-Oriented Rehabilitation: A Pilot Study in Robot-Assisted Bilateral Training	11
Convolutional-Recurrent Neural Networks With Multiple Attention Mechanisms for Speech Emotion Recognition	11
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
An Associative-Memory-Based Reconfigurable Memristive Neuromorphic System With Synchronous Weight Training	11
On the Effects of Leader–Follower Roles in Dyadic Human–Robot Synchronization	10
Ensemble Hierarchical Extreme Learning Machine for Speech Dereverberation	10
The Challenges and Opportunities of Human-Centered AI for Trustworthy Robots and Autonomous Systems	10
A Vector-Based Constrained Obstacle Avoidance Scheme for Wheeled Mobile Redundant Robot Manipulator	10
Memory Mechanisms for Discriminative Visual Tracking Algorithms With Deep Neural Networks	10
Computational Modeling of Embodied Visual Perspective Taking	10
Agent-Based Intelligent Decision Support Systems: A Systematic Review	10
A Furcated Visual Collision Avoidance System for an Autonomous Microrobot	10
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning “What” and “Where”	10
STEG-Net: Spatiotemporal Edge Guidance Network for Video Salient Object Detection	9
A Multitier Reinforcement Learning Model for a Cooperative Multiagent System	9
Deep Multibranch Fusion Residual Network for Insect Pest Recognition	9
A Portable Device for Hand Rehabilitation With Force Cognition: Design, Interaction, and Experiment	9
Vision-Based Gaze Estimation: A Review	9
Predefined-Time Synchronization of Stochastic Memristor-Based Bidirectional Associative Memory Neural Networks With Time-Varying Delays	9
Modeling Brain Diverse and Complex Hemodynamic Response Patterns via Deep Recurrent Autoencoder	9
Robot Navigation in Unseen Spaces Using an Abstract Map	9
Electroencephalogram-Based Motor Imagery Brain–Computer Interface Using Multivariate Iterative Filtering and Spatial Filtering	9
Time Perception: A Review on Psychological, Computational, and Robotic Models	9
Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model	9
Leveraging Kernelized Synergies on Shared Subspace for Precision Grasping and Dexterous Manipulation	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
Federated Reinforcement Learning for Collective Navigation of Robotic Swarms	9
Attention-Net: An Ensemble Sketch Recognition Approach Using Vector Images	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
Exploration of Subjective Color Perceptual-Ability by EEG-Induced Type-2 Fuzzy Classifiers	8
Self-Attention Pooling-Based Long-Term Temporal Network for Action Recognition	8
Attention-Mechanism-Based Real-Time Gaze Tracking in Natural Scenes With Residual Blocks	8
Robot Manipulation in Open Environments: New Perspectives	8
CLIC: Curriculum Learning and Imitation for Object Control in Nonrewarding Environments	8
Dialogue Management in Conversational Systems: A Review of Approaches, Challenges, and Opportunities	8
Learning Bodily Expression of Emotion for Social Robots Through Human Interaction	8
An Unsupervised Approach for Knowledge Construction Applied to Personal Robots	8
A Predictive Coding Account for Cognition in Human Children and Chimpanzees: A Case Study of Drawing	8
Optimization of Output Spike Train Encoding for a Spiking Neuron Based on its Spatio–Temporal Input Pattern	8
EfficientAutoGAN: Predicting the Rewards in Reinforcement-Based Neural Architecture Search for Generative Adversarial Networks	7
A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation	7
Integrating Image-Based and Knowledge-Based Representation Learning	7
Sampling-Tree Model: Efficient Implementation of Distributed Bayesian Inference in Neural Networks	7
Morphological Development in Robotic Learning: A Survey	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
Vocal Imitation in Sensorimotor Learning Models: A Comparative Review	7
A Multiscale Feature Extraction Network Based on Channel-Spatial Attention for Electromyographic Signal Classification	7

rPPG-Based Heart Rate Estimation Using Spatial-Temporal Attention Network	7
Decentralized Energy-Aware Co-Planning of Motion and Communication Strategies for Networked Mobile Robots	7
Time-Spatial Multiscale Net for Vehicle Counting and Traffic Volume Estimation	7
Usage-Based Learning in Human Interaction With an Adaptive Virtual Assistant	7
Faster Single Model Vigilance Detection Based on Deep Learning	7
Data-Based Collaborative Learning for Multiagent Systems Under Distributed Denial-of-Service Attacks	7
Improving Object Detection Performance Using Scene Contextual Constraints	7
Maxwell-Model-Based Compliance Control for Human–Robot Friendly Interaction	7
Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition	7
Collision-Free Navigation in Human-Following Task Using a Cognitive Robotic System on Differential Drive Vehicles	7
Philosophical Specification of Empathetic Ethical Artificial Intelligence	7
Robotic-Assisted Rehabilitation Trainer Improves Balance Function in Stroke Survivors	7
Perceptual Modeling of Tinnitus Pitch and Loudness	6
Goal-Directed Tactile Exploration for Body Model Learning Through Self-Touch on a Humanoid Robot	6
Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration	6
Intraindividual Completion Time Modulates the Prediction Error Negativity in a Virtual 3-D Object Selection Task	6
Application of Dispersion Entropy for the Detection of Emotions With Electroencephalographic Signals	6
A Comparison of Methods for Mitigating Within-Task Luminance Change for Eyewear-Based Cognitive Load Measurement	6
In Situ Learning in Hardware Compatible Multilayer Memristive Spiking Neural Network	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
Obscenity Detection in Videos Through a Sequential ConvNet Pipeline Classifier	6
Interactive Question-Posing System for Robot-Assisted Reminiscence From Personal Photographs	6
A Dynamically Adaptive Approach to Reducing Strategic Interference for Multiagent Systems	6
Self-Evolutionary Neuron Model for Fast-Response Spiking Neural Networks	6
Lightweight Source-Free Transfer for Privacy-Preserving Motor Imagery Classification	6
Diagnosis of Multiple Sclerosis Using Graph-Theoretic Measures of Cognitive-Task-Based Functional Connectivity Networks	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
Isokinetic Muscle Strength Training Strategy of an Ankle Rehabilitation Robot Based on Adaptive Gain and Cascade PID Control	6
Intelligent Prediction Method for Updraft of UAV That Is Based on LSTM Network	6
HHFS: A Hybrid Hierarchical Feature Selection Method for Ageing Gene Classification	6
Hierarchical Graph Pooling With Self-Adaptive Cluster Aggregation	6
Geometry-Aware Graph Embedding Projection Metric Learning for Image Set Classification	6
A Brain-Inspired Visual Fear Responses Model for UAV Emergent Obstacle Dodging	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
Measuring the Cognitive Complexity in the Comprehension of Modular Process Models	6
A Concealed Information Test System Based on Functional Brain Connectivity and Signal Entropy of Audio–Visual ERP	6
Investigating Neural Substrates of Individual Independence and Interdependence Orientations via Efficiency-Based Dynamic Functional Connectivity: A Machine Learning Approach	6
EEG-Based Cognitive State Classification and Analysis of Brain Dynamics Using Deep Ensemble Model and Graphical Brain Network	5
AdaDet: An Adaptive Object Detection System Based on Early-Exit Neural Networks	5
3-D Facial Feature Reconstruction and Learning Network for Facial Expression Recognition in the Wild	5
Constructing EEG Large-Scale Cortical Functional Network Connectivity Based on Brain Atlas by S Estimator	5
Observer-Based Event-Triggered Iterative Learning Consensus for Locally Lipschitz Nonlinear MASs	5
Fusing Attention Network Based on Dilated Convolution for Superresolution	5
Brain Biometrics of Steady-State Visual Evoked Potential Functional Networks	5
Efficient and Collision-Free Human–Robot Collaboration Based on Intention and Trajectory Prediction	5
An Information Dissemination Model Based on the Rumor and Anti-Rumor and Stimulate-Rumor and Tripartite Cognitive Game	5
Predicting Secondary Task Performance: A Directly Actionable Metric for Cognitive Overload Detection	5
Adaptive Graph Convolutional Network With Adversarial Learning for Skeleton-Based Action Prediction	5
Clustering Based on Eye Tracking Data for Depression Recognition	5
Goal-Directed Empowerment: Combining Intrinsic Motivation and Task-Oriented Behavior	5
Understanding Decisions in Collective Risk Social Dilemma Games Using Reinforcement Learning	5
A Cerebellum-Inspired Network Model and Learning Approaches for Solving Kinematic Tracking Control of Redundant Manipulators	5
In-Ear SpO₂ for Classification of Cognitive Workload	5
A Self-Distillation Embedded Supervised Affinity Attention Model for Few-Shot Segmentation	5
Cross-Corpus Speech Emotion Recognition Based on Joint Transfer Subspace Learning and Regression	5
Multiscale Conditional Relationship Graph Network for Referring Relationships in Images	5
Concrete Action Representation Model: From Neuroscience to Robotics	5
Residual Dense Attention Networks for COVID-19 Computed Tomography Images Super Resolution	5
Adaptation Through Prediction: Multisensory Active Inference Torque Control	4
Temporal Information-Guided Generative Adversarial Networks for Stimuli Image Reconstruction From Human Brain Activities	4
Evolving Hebbian Learning Rules in Voxel-Based Soft Robots	4
Understanding the Role of Objects in Joint Attention Task Framework for Children With Autism	4
Toward Emerging Cubic-Spline Patterns With a Mobile Robotics Swarm System	4
A Novel Simulation-Reality Closed-Loop Learning Framework for Autonomous Robot Skill Learning	4
The Growing From Adolescence to Adulthood Influences the Decision Strategy to Unfair Situations	4
Hemodynamic Analysis for Olfactory Perceptual Degradation Assessment Using Generalized Type-2 Fuzzy Regression	4
Applying a Psychotherapeutic Theory to the Modeling of Affective Intelligent Agents	4
BaSICNet: Lightweight 3D Hand Pose Estimation Network Based on Biomechanical Structure Information for Dexterous Manipulator Teleoperation	4
A Cognitive-Driven Ordinal Preservation for Multimodal Imbalanced Brain Disease Diagnosis	4
Learning Multipart Attention Neural Network for Zero-Shot Classification	4
Dynamic Distribution Alignment With Dual-Subspace Mapping for Cross-Subject Driver Mental State Detection	4
CSC-Net: Cross-Color Spatial Co-Occurrence Matrix Network for Detecting Synthesized Fake Images	4
Regional Scalp EEGs Analysis and Classification on Typical Childhood Epilepsy Syndromes	4
OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video	4
A Brain-Inspired Self-Organizing Episodic Memory Model for a Memory Assistance Robot	4
Investigation of Local White Matter Properties in Professional Chess Player: A Diffusion Magnetic Resonance Imaging Study Based on Automatic Annotation Fiber Clustering	4
Multimodal Urban Sound Tagging With Spatiotemporal Context	4
Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation	4
Learning Abstract Representations Through Lossy Compression of Multimodal Signals	4
VRDriving: A Virtual-to-Real Autonomous Driving Framework Based on Adversarial Learning	4
Behavioral Repertoire via Generative Adversarial Policy Networks	4
Morpho Evolution With Learning Using a Controller Archive as an Inheritance Mechanism	4
Deep Convolutional Network Based on Interleaved Fusion Group	4
Motion Learning and Rapid Generalization for Musculoskeletal Systems Based on Recurrent Neural Network Modulated by Initial States	4
Autonomous Identification and Goal-Directed Invocation of Event-Predictive Behavioral Primitives	4
Optimizing Deep Neural Networks Through Neuroevolution With Stochastic Gradient Descent	4
A Trend on Autism Spectrum Disorder Research: Eye Tracking-EEG Correlative Analytics	4
Electroencephalogram Emotion Recognition Using Combined Features in Variational Mode Decomposition Domain	4
A Novel Grip Force Cognition Scheme for Robot-Assisted Minimally Invasive Surgery	4
Facial Expression Recognition Through Cross-Modality Attention Fusion	4
Causal Graph Convolutional Neural Network for Emotion Recognition	4
Spatial–Temporal Feature Network for Speech-Based Depression Recognition	3