Frontiers in Neurorobotics

Papers
(The median citation count of Frontiers in Neurorobotics is 2. 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
Adaptive control of time delay teleoperation system with uncertain dynamics114
Control of Time Delay Force Feedback Teleoperation System With Finite Time Convergence85
Multi-Scale Feature Fusion Convolutional Neural Network for Indoor Small Target Detection79
PD Control Compensation Based on a Cascade Neural Network Applied to a Robot Manipulator74
Improved Feature Point Pair Purification Algorithm Based on SIFT During Endoscope Image Stitching65
The Human Takes It All: Humanlike Synthesized Voices Are Perceived as Less Eerie and More Likable. Evidence From a Subjective Ratings Study49
Sensor-Based Control for Collaborative Robots: Fundamentals, Challenges, and Opportunities43
A Hybrid BCI Based on SSVEP and EOG for Robotic Arm Control42
Hybrid Human-Machine Interface for Gait Decoding Through Bayesian Fusion of EEG and EMG Classifiers42
Environment Classification for Robotic Leg Prostheses and Exoskeletons Using Deep Convolutional Neural Networks40
Multi-Feature Input Deep Forest for EEG-Based Emotion Recognition37
An Improved PSO-GWO Algorithm With Chaos and Adaptive Inertial Weight for Robot Path Planning35
Robotics Dexterous Grasping: The Methods Based on Point Cloud and Deep Learning33
A Socially Assistive Robot for Long-Term Cardiac Rehabilitation in the Real World33
Lower limb exoskeleton robot and its cooperative control: A review, trends, and challenges for future research32
Factors Associated With Prosthesis Embodiment and Its Importance for Prosthetic Satisfaction in Lower Limb Amputees32
Neuromorphic NEF-Based Inverse Kinematics and PID Control30
Deep Reinforcement Learning Based Trajectory Planning Under Uncertain Constraints29
Multi-Modal Fusion Emotion Recognition Method of Speech Expression Based on Deep Learning28
EEG-Based Driving Fatigue Detection Using a Two-Level Learning Hierarchy Radial Basis Function27
A Semi-active Exoskeleton Based on EMGs Reduces Muscle Fatigue When Squatting27
Reproducing Five Motor Behaviors in a Salamander Robot With Virtual Muscles and a Distributed CPG Controller Regulated by Drive Signals and Proprioceptive Feedback26
Adaptive Locomotion Control of a Hexapod Robot via Bio-Inspired Learning25
Shared Control of Bimanual Robotic Limbs With a Brain-Machine Interface for Self-Feeding24
Eye-Tracking Feature Extraction for Biometric Machine Learning23
An Image-Based Benchmark Dataset and a Novel Object Detector for Water Surface Object Detection23
Situated Neural Representations: Solving the Problems of Content22
Recent advancements in multimodal human–robot interaction22
Designing Prosthetic Hands With Embodied Intelligence: The KIT Prosthetic Hands21
Integrating Tactile Feedback Technologies Into Home-Based Telerehabilitation: Opportunities and Challenges in Light of COVID-19 Pandemic21
The Differences Between Motor Attempt and Motor Imagery in Brain-Computer Interface Accuracy and Event-Related Desynchronization of Patients With Hemiplegia21
Toward Hand Pattern Recognition in Assistive and Rehabilitation Robotics Using EMG and Kinematics21
User-Centered Design and Development of the Modular TWIN Lower Limb Exoskeleton20
Mobile Robot Path Planning Based on Time Taboo Ant Colony Optimization in Dynamic Environment20
Neuromechanical Biomarkers for Robotic Neurorehabilitation20
Generative Models for Active Vision20
Recent Machine Learning Progress in Lower Limb Running Biomechanics With Wearable Technology: A Systematic Review20
A Framework for Optimizing Co-adaptation in Body-Machine Interfaces19
Variable Admittance Control of a Hand Exoskeleton for Virtual Reality-Based Rehabilitation Tasks19
Multi-Head Attention-Based Long Short-Term Memory for Depression Detection From Speech18
A New Hydrogen Sensor Fault Diagnosis Method Based on Transfer Learning With LeNet-518
Intention Detection Strategies for Robotic Upper-Limb Orthoses: A Scoping Review Considering Usability, Daily Life Application, and User Evaluation18
Improvement of EMG Pattern Recognition Model Performance in Repeated Uses by Combining Feature Selection and Incremental Transfer Learning17
A Cable-Driven Three-DOF Wrist Rehabilitation Exoskeleton With Improved Performance17
Control of Newly-Designed Wearable Robotic Hand Exoskeleton Based on Surface Electromyographic Signals16
Modeling and Simulation of a Human Knee Exoskeleton's Assistive Strategies and Interaction16
A Manufacturing-Oriented Intelligent Vision System Based on Deep Neural Network for Object Recognition and 6D Pose Estimation15
Wearable Robots: An Original Mechatronic Design of a Hand Exoskeleton for Assistive and Rehabilitative Purposes15
Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments15
YOLOv7-CSAW for maritime target detection15
Tegotae-Based Control Produces Adaptive Inter- and Intra-limb Coordination in Bipedal Walking15
EEG-fNIRS-based hybrid image construction and classification using CNN-LSTM15
Shrunken Social Brains? A Minimal Model of the Role of Social Interaction in Neural Complexity15
Motor Training Using Mental Workload (MWL) With an Assistive Soft Exoskeleton System: A Functional Near-Infrared Spectroscopy (fNIRS) Study for Brain–Machine Interface (BMI)15
A Genetic-Algorithm-Based Optimization Routing for FANETs15
A Spike-Based Neuromorphic Architecture of Stereo Vision15
A robust zeroing neural network and its applications to dynamic complex matrix equation solving and robotic manipulator trajectory tracking14
Underwater Localization and Mapping Based on Multi-Beam Forward Looking Sonar14
Targeting Paretic Propulsion and Walking Speed With a Soft Robotic Exosuit: A Consideration-of-Concept Trial14
Gaze-Based Intention Estimation for Shared Autonomy in Pick-and-Place Tasks14
Harmonic Noise-Tolerant ZNN for Dynamic Matrix Pseudoinversion and Its Application to Robot Manipulator14
Active Vision for Robot Manipulators Using the Free Energy Principle14
Utilization of Robotic Exoskeleton for Overground Walking in Acute and Chronic Stroke14
Remote intelligent perception system for multi-object detection14
Linking Multi-Layer Dynamical GCN With Style-Based Recalibration CNN for EEG-Based Emotion Recognition14
ED-BioRob: A Neuromorphic Robotic Arm With FPGA-Based Infrastructure for Bio-Inspired Spiking Motor Controllers14
Boosting-GNN: Boosting Algorithm for Graph Networks on Imbalanced Node Classification14
Reinforcement Learning With Vision-Proprioception Model for Robot Planar Pushing14
Continuous Semi-autonomous Prosthesis Control Using a Depth Sensor on the Hand14
The Problem of Meaning: The Free Energy Principle and Artificial Agency14
Safety and Feasibility of a Novel Exoskeleton for Locomotor Rehabilitation of Subjects With Spinal Cord Injury: A Prospective, Multi-Center, and Cross-Over Clinical Trial13
Control Framework for Sloped Walking With a Powered Transfemoral Prosthesis13
Long-Term Social Human-Robot Interaction for Neurorehabilitation: Robots as a Tool to Support Gait Therapy in the Pandemic13
A Bio-Inspired Mechanism for Learning Robot Motion From Mirrored Human Demonstrations13
Robot-Assisted Therapy and Constraint-Induced Movement Therapy for Motor Recovery in Stroke: Results From a Randomized Clinical Trial12
Multi-Modal Integration of EEG-fNIRS for Characterization of Brain Activity Evoked by Preferred Music12
A Novel Clinical-Driven Design for Robotic Hand Rehabilitation: Combining Sensory Training, Effortless Setup, and Large Range of Motion in a Palmar Device12
Sprawling Quadruped Robot Driven by Decentralized Control With Cross-Coupled Sensory Feedback Between Legs and Trunk12
Robust Torque Predictions From Electromyography Across Multiple Levels of Active Exoskeleton Assistance Despite Non-linear Reorganization of Locomotor Output12
Face-Computer Interface (FCI): Intent Recognition Based on Facial Electromyography (fEMG) and Online Human-Computer Interface With Audiovisual Feedback12
Direct Communication Between Brains: A Systematic PRISMA Review of Brain-To-Brain Interface12
Spiking Neural Network for Fourier Transform and Object Detection for Automotive Radar12
Research on smooth path planning method based on improved ant colony algorithm optimized by Floyd algorithm12
The Iterative Learning Gain That Optimizes Real-Time Torque Tracking for Ankle Exoskeletons in Human Walking Under Gait Variations12
Deep Cross-Corpus Speech Emotion Recognition: Recent Advances and Perspectives11
Parallel Image-Based Visual Servoing/Force Control of a Collaborative Delta Robot11
Intention Understanding in Human–Robot Interaction Based on Visual-NLP Semantics11
Resonance as a Design Strategy for AI and Social Robots11
A detection method of the rescue targets in the marine casualty based on improved YOLOv5s11
Robotic Exoskeleton Gait Training in Stroke: An Electromyography-Based Evaluation11
Strip steel surface defect detection based on lightweight YOLOv511
Homology Characteristics of EEG and EMG for Lower Limb Voluntary Movement Intention11
Inverse Kinematics Solution of 6-DOF Manipulator Based on Multi-Objective Full-Parameter Optimization PSO Algorithm11
Adoption of Machine Learning Algorithm-Based Intelligent Basketball Training Robot in Athlete Injury Prevention11
Learning Suction Graspability Considering Grasp Quality and Robot Reachability for Bin-Picking10
Control of a Robotic Arm With an Optimized Common Template-Based CCA Method for SSVEP-Based BCI10
Exploring the Embodiment of a Virtual Hand in a Spatially Augmented Respiratory Biofeedback Setting10
Co-creation and User Perspectives for Upper Limb Prosthetics10
Multimodal medical image fusion using convolutional neural network and extreme learning machine10
Rehabilitation of Acute Vs. Chronic Patients With Spinal Cord Injury With a Neurologically Controlled Hybrid Assistive Limb Exoskeleton: Is There a Difference in Outcome?10
A Data-Driven Investigation on Surface Electromyography Based Clinical Assessment in Chronic Stroke10
Hybrid FES-exoskeleton control: Using MPC to distribute actuation for elbow and wrist movements10
The present and future of neural interfaces10
Dynamic Cloth Manipulation Considering Variable Stiffness and Material Change Using Deep Predictive Model With Parametric Bias10
Fabric Classification Using a Finger-Shaped Tactile Sensor via Robotic Sliding10
Multi–Joint Angles Estimation of Forearm Motion Using a Regression Model10
Clinical Application of a Neurosurgical Robot in Intracranial Ommaya Reservoir Implantation10
Intelligent Badminton Training Robot in Athlete Injury Prevention Under Machine Learning10
Multimodal transformer augmented fusion for speech emotion recognition10
Extending the Functional Subnetwork Approach to a Generalized Linear Integrate-and-Fire Neuron Model10
Graph-Based Visual Manipulation Relationship Reasoning Network for Robotic Grasping10
Development and Electromyographic Validation of a Compliant Human-Robot Interaction Controller for Cooperative and Personalized Neurorehabilitation10
Lightweight ViT Model for Micro-Expression Recognition Enhanced by Transfer Learning10
A Relational Adaptive Neural Model for Joint Entity and Relation Extraction10
Upper limb home-based robotic rehabilitation in chronic stroke patients: A pilot study10
Path Planning in Localization Uncertaining Environment Based on Dijkstra Method10
Toward More Robust Hand Gesture Recognition on EIT Data9
Robust Trajectory Generation for Robotic Control on the Neuromorphic Research Chip Loihi9
A Hybrid 3D Printed Hand Prosthesis Prototype Based on sEMG and a Fully Embedded Computer Vision System9
A Clustering Algorithm for Multi-Modal Heterogeneous Big Data With Abnormal Data9
Neuro4PD: An Initial Neurorobotics Model of Parkinson's Disease9
Improved Physiological Gait in Acute and Chronic SCI Patients After Training With Wearable Cyborg Hybrid Assistive Limb9
Spontaneous Gait Transitions of Sprawling Quadruped Locomotion by Sensory-Driven Body–Limb Coordination Mechanisms9
Artificial Intelligence-Based Application to Explore Inhibitors of Neurodegenerative Diseases9
Grasping Embodiment: Haptic Feedback for Artificial Limbs9
Research on steel rail surface defects detection based on improved YOLOv4 network9
Face expression recognition based on NGO-BILSTM model9
Real-time vehicle target detection in inclement weather conditions based on YOLOv49
Side-Scan Sonar Image Segmentation Based on Multi-Channel CNN for AUV Navigation9
High-efficiency and low-energy ship recognition strategy based on spiking neural network in SAR images9
sEMG-Based Gesture Classifier for a Rehabilitation Glove9
Prediction of Dangerous Driving Behavior Based on Vehicle Motion State and Passenger Feeling Using Cloud Model and Elman Neural Network9
Matrix Inequalities Based Robust Model Predictive Control for Vehicle Considering Model Uncertainties, External Disturbances, and Time-Varying Delay9
A Systematic Analysis of Hand Movement Functionality: Qualitative Classification and Quantitative Investigation of Hand Grasp Behavior9
Reinforcement Q-Learning Control With Reward Shaping Function for Swing Phase Control in a Semi-active Prosthetic Knee9
Calibrating 3D Scanner in the Coordinate System of Optical Tracker for Image-To-Patient Registration9
Connecting the free energy principle with quantum cognition9
BEAN: Interpretable and Efficient Learning With Biologically-Enhanced Artificial Neuronal Assembly Regularization9
Trends in Haptic Communication of Human-Human Dyads: Toward Natural Human-Robot Co-manipulation8
SPD-CNN: A plain CNN-based model using the symmetric positive definite matrices for cross-subject EEG classification with meta-transfer-learning8
Development of Modular and Adaptive Laboratory Set-Up for Neuroergonomic and Human-Robot Interaction Research8
Echo State Networks for Estimating Exteroceptive Conditions From Proprioceptive States in Quadruped Robots8
Review of adaptive control for stroke lower limb exoskeleton rehabilitation robot based on motion intention recognition8
Neurorobotic Models of Neurological Disorders: A Mini Review8
Dexterous Manipulation for Multi-Fingered Robotic Hands With Reinforcement Learning: A Review8
Student Behavior Recognition From Heterogeneous View Perception in Class Based on 3-D Multiscale Residual Dense Network for the Analysis of Case Teaching8
Prosthetic Embodiment and Body Image Changes in Patients Undergoing Bionic Reconstruction Following Brachial Plexus Injury8
Evaluating Convolutional Neural Networks as a Method of EEG–EMG Fusion8
Analysis of Gait Motion Changes by Intervention Using Robot Suit Hybrid Assistive Limb (HAL) in Myelopathy Patients After Decompression Surgery for Ossification of Posterior Longitudinal Ligament8
Application of the robot-assisted implantation in deep brain stimulation8
A Reciprocal Excitatory Reflex Between Extensors Reproduces the Prolongation of Stance Phase in Walking Cats: Analysis on a Robotic Platform8
Proprioceptive Augmentation With Illusory Kinaesthetic Sensation in Stroke Patients Improves Movement Quality in an Active Upper Limb Reach-and-Point Task8
A Novel sEMG-Based Gait Phase-Kinematics-Coupled Predictor and Its Interaction With Exoskeletons7
Advances on intelligent algorithms for scientific computing: an overview7
Brain-Inspired Spiking Neural Network Controller for a Neurorobotic Whisker System7
R-STDP Spiking Neural Network Architecture for Motion Control on a Changing Friction Joint Robotic Arm7
Recalibration of myoelectric control with active learning7
Effect of Joint Friction Compensation on a “Muscle-First” Motor-Assisted Hybrid Neuroprosthesis7
Measuring embodiment: A review of methods for prosthetic devices7
Learning Then, Learning Now, and Every Second in Between: Lifelong Learning With a Simulated Humanoid Robot7
Progressive Multi-Scale Vision Transformer for Facial Action Unit Detection7
Color Constancy via Multi-Scale Region-Weighed Network Guided by Semantics7
A Multi-Information Fusion Method for Gait Phase Classification in Lower Limb Rehabilitation Exoskeleton7
An Intelligent Self-Driving Truck System for Highway Transportation7
A Portable Wearable Inertial System for Rehabilitation Monitoring and Evaluation of Patients With Total Knee Replacement7
Predefined-Time Stability/Synchronization of Coupled Memristive Neural Networks With Multi-Links and Application in Secure Communication7
Embodied Cooperation to Promote Forgiving Interactions With Autonomous Machines7
Egocentric Gesture Recognition Using 3D Convolutional Neural Networks for the Spatiotemporal Adaptation of Collaborative Robots7
A novel silent speech recognition approach based on parallel inception convolutional neural network and Mel frequency spectral coefficient7
One-Shot Multi-Path Planning Using Fully Convolutional Networks in a Comparison to Other Algorithms7
On Differential Mechanisms for Underactuated, Lightweight, Adaptive Prosthetic Hands7
A Framework for Composite Layup Skill Learning and Generalizing Through Teleoperation7
A Survey of Multifingered Robotic Manipulation: Biological Results, Structural Evolvements, and Learning Methods7
Dynamic Gesture Recognition Model Based on Millimeter-Wave Radar With ResNet-18 and LSTM7
P3OI-MELSH: Privacy Protection Target Point of Interest Recommendation Algorithm Based on Multi-Exploring Locality Sensitive Hashing7
ROS-Neuro: An Open-Source Platform for Neurorobotics7
TFE: A Transformer Architecture for Occlusion Aware Facial Expression Recognition7
Design of a SMA-based soft composite structure for wearable rehabilitation gloves7
Integrated Circuit Board Object Detection and Image Augmentation Fusion Model Based on YOLO7
Early Prediction of Refractory Epilepsy in Children Under Artificial Intelligence Neural Network7
UAV path planning method for data collection of fixed-point equipment in complex forest environment7
Micro-Expression Recognition Based on Pixel Residual Sum and Cropped Gaussian Pyramid6
FreeSurfer and 3D Slicer-Assisted SEEG Implantation for Drug-Resistant Epilepsy6
Exploring surface electromyography (EMG) as a feedback variable for the human-in-the-loop optimization of lower limb wearable robotics6
SpikePropamine: Differentiable Plasticity in Spiking Neural Networks6
A New Projected Active Set Conjugate Gradient Approach for Taylor-Type Model Predictive Control: Application to Lower Limb Rehabilitation Robots With Passive and Active Rehabilitation6
ClueDepth Grasp: Leveraging positional clues of depth for completing depth of transparent objects6
MPPTM: A Bio-Inspired Approach for Online Path Planning and High-Accuracy Tracking of UAVs6
LST-EMG-Net: Long short-term transformer feature fusion network for sEMG gesture recognition6
Recognition and Classification of Ship Images Based on SMS-PCNN Model6
A novel brain-computer interface based on audio-assisted visual evoked EEG and spatial-temporal attention CNN6
Spatial-Temporal Attention Mechanism and Graph Convolutional Networks for Destination Prediction6
Facial expression recognition method based on PSA—YOLO network6
Application of Intelligent Inspection Robot in Coal Mine Industrial Heritage Landscape: Taking Wangshiwa Coal Mine as an Example6
Artificial Intelligence Technology in Basketball Training Action Recognition6
Gait Optimization Method for Humanoid Robots Based on Parallel Comprehensive Learning Particle Swarm Optimizer Algorithm6
Multi-focus image fusion dataset and algorithm test in real environment6
Adaptive load feedback robustly signals force dynamics in robotic model of Carausius morosus stepping6
A Novel Encoder-Decoder Knowledge Graph Completion Model for Robot Brain6
Efficient push-grasping for multiple target objects in clutter environments6
Performance Evaluation of EEG Based Mental Stress Assessment Approaches for Wearable Devices6
Beyond Digital Twins: Phygital Twins for Neuroergonomics in Human-Robot Interaction6
Adapting Highly-Dynamic Compliant Movements to Changing Environments: A Benchmark Comparison of Reflex- vs. CPG-Based Control Strategies6
Real-Time Path Planning for Robot Using OP-PRM in Complex Dynamic Environment6
Green Supply Chain Optimization Based on BP Neural Network6
Odor source localization of multi-robots with swarm intelligence algorithms: A review6
Online Tuning of PID Controller Using a Multilayer Fuzzy Neural Network Design for Quadcopter Attitude Tracking Control6
Multimodal bipedal locomotion generation with passive dynamics via deep reinforcement learning6
Model transfer from 2D to 3D study for boxing pose estimation6
Measurement Method of Human Lower Limb Joint Range of Motion Through Human-Machine Interaction Based on Machine Vision6
Brain inspired path planning algorithms for drones6
Mind the matter: Active matter, soft robotics, and the making of bio-inspired artificial intelligence6
Binary and Hybrid Work-Condition Maps for Interactive Exploration of Ergonomic Human Arm Postures6
Design and Development of a Scale for Evaluating the Acceptance of Social Robotics for Older People: The Robot Era Inventory6
Post-silicon nano-electronic device and its application in brain-inspired chips6
Magnetically Guided Catheters, Micro- and Nanorobots for Spinal Cord Stimulation6
Creating Better Collision-Free Trajectory for Robot Motion Planning by Linearly Constrained Quadratic Programming5
Assess and rehabilitate body representations via (neuro)robotics: An emergent perspective5
Adaptive Fusion Based Method for Imbalanced Data Classification5
Assessment methodology for human-exoskeleton interactions: Kinetic analysis based on muscle activation5
Exoskeleton Active Walking Assistance Control Framework Based on Frequency Adaptive Dynamics Movement Primitives5
Vision-force-fused curriculum learning for robotic contact-rich assembly tasks5
Editorial: Cross-Modal Learning: Adaptivity, Prediction and Interaction5
Comparison of machine learning and deep learning-based methods for locomotion mode recognition using a single inertial measurement unit5
Improving Walking Economy With an Ankle Exoskeleton Prior to Human-in-the-Loop Optimization5
A Novel DenseNet Generative Adversarial Network for Heterogenous Low-Light Image Enhancement5
QPSO-MPC based tracking algorithm for cable-driven continuum robots5
A Novel Balance Control Strategy Based on Enhanced Stability Pyramid Index and Dynamic Movement Primitives for a Lower Limb Human-Exoskeleton System5
Evaluating Knee Mechanisms for Assistive Devices5
Target Recognition of Industrial Robots Using Machine Vision in 5G Environment5
Favoring the cognitive-motor process in the closed-loop of BCI mediated post stroke motor function recovery: challenges and approaches5
Toward robust and scalable deep spiking reinforcement learning5
Coordinating With a Robot Partner Affects Neural Processing Related to Action Monitoring5
A fabric-based soft hand exoskeleton for assistance: the ExHand Exoskeleton5
Self-Learning Event Mistiming Detector Based on Central Pattern Generator5
Human-Robot Interaction With Robust Prediction of Movement Intention Surpasses Manual Control5
MW-MADDPG: a meta-learning based decision-making method for collaborative UAV swarm5
Hierarchical Control of Visually-Guided Movements in a 3D-Printed Robot Arm5
The use of deep learning technology in dance movement generation5
Exploring the effects of serial and parallel elasticity on a hopping robot5
A dynamic integrated scheduling method based on hierarchical planning for heterogeneous AGV fleets in warehouses5
A New Residual Dense Network for Dance Action Recognition From Heterogeneous View Perception5
The Neurorobotics Platform Robot Designer: Modeling Morphologies for Embodied Learning Experiments5
Attention-Guided Multi-Scale Feature Fusion Network for Low-Light Image Enhancement5
Public Opinion Early Warning Agent Model: A Deep Learning Cascade Virality Prediction Model Based on Multi-Feature Fusion5
EEG Spectral Feature Modulations Associated With Fatigue in Robot-Mediated Upper Limb Gross and Fine Motor Interactions5
Bearing fault diagnosis based on particle swarm optimization fusion convolutional neural network5
Low-Light Image Enhancement Network Based on Recursive Network5
Autonomous maneuver decision-making method based on reinforcement learning and Monte Carlo tree search5
Deep-Learning-Based Cerebral Artery Semantic Segmentation in Neurosurgical Operating Microscope Vision Using Indocyanine Green Fluorescence Videoangiography5
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