| Deep Learning for Electromyographic Hand Gesture Signal Classification Using Transfer Learning |
53 |
| A Deep Learning Architecture for Temporal Sleep Stage Classification Using Multivariate and Multimodal Time Series |
45 |
| LSTM-Based EEG Classification in Motor Imagery Tasks |
21 |
| Transcutaneous Electrical Spinal Stimulation Promotes Long-Term Recovery of Upper Extremity Function in Chronic Tetraplegia |
21 |
| Filter Bank Regularized Common Spatial Pattern Ensemble for Small Sample Motor Imagery Classification |
21 |
| SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging |
20 |
| Functional Connectivity Analysis of Mental Fatigue Reveals Different Network Topological Alterations Between Driving and Vigilance Tasks |
20 |
| A Novel Signal Modeling Approach for Classification of Seizure and Seizure-Free EEG Signals |
19 |
| A High Performance Spelling System based on EEG-EOG Signals With Visual Feedback |
19 |
| Motion-Based Rapid Serial Visual Presentation for Gaze-Independent Brain-Computer Interfaces |
19 |
| Mixed Neural Network Approach for Temporal Sleep Stage Classification |
18 |
| Commanding a Brain-Controlled Wheelchair Using Steady-State Somatosensory Evoked Potentials |
18 |
| Learning Spatial-Spectral-Temporal EEG Features With Recurrent 3D Convolutional Neural Networks for Cross-Task Mental Workload Assessment |
16 |
| Weighted Transfer Learning for Improving Motor Imagery-Based Brain-Computer Interface |
15 |
| A Channel-Projection Mixed-Scale Convolutional Neural Network for Motor Imagery EEG Decoding |
15 |
| A Novel Multi-Class EEG-Based Sleep Stage Classification System |
14 |
| Safe Local Navigation for Visually Impaired Users With a Time-of-Flight and Haptic Feedback Device |
13 |
| A Patient-Specific Single Sensor IoT-Based Wearable Fall Prediction and Detection System |
13 |
| Reducing the Energy Cost of Human Running Using an Unpowered Exoskeleton |
12 |
| Two-Stage Frequency Recognition Method Based on Correlated Component Analysis for SSVEP-Based BCI |
12 |
| Automated Evaluation of Upper-Limb Motor Function Impairment Using Fugl-Meyer Assessment |
11 |
| An Untethered Ankle Exoskeleton Improves Walking Economy in a Pilot Study of Individuals With Cerebral Palsy |
11 |
| Frequency-Optimized Local Region Common Spatial Pattern Approach for Motor Imagery Classification |
11 |
| Surrogate-Based Artifact Removal From Single-Channel EEG |
11 |
| A Feasibility Study of Autism Behavioral Markers in Spontaneous Facial, Visual, and Hand Movement Response Data |
11 |
| A Soft Exosuit for Flexible Upper-Extremity Rehabilitation |
10 |
| Transductive Joint-Knowledge-Transfer TSK FS for Recognition of Epileptic EEG Signals |
10 |
| Hand Gesture Recognition and Finger Angle Estimation via Wrist-Worn Modified Barometric Pressure Sensing |
10 |
| Closed-Loop Continuous Hand Control via Chronic Recording of Regenerative Peripheral Nerve Interfaces |
10 |
| A Dementia Classification Framework Using Frequency and Time-Frequency Features Based on EEG Signals |
10 |
| Hand Extension Robot Orthosis (HERO) Glove: Development and Testing With Stroke Survivors With Severe Hand Impairment |
10 |
| Optimal Electric Stimulus Amplitude Improves the Selectivity Between Responses of ON Versus OFF Types of Retinal Ganglion Cells |
10 |
| Texture Classification and Visualization of Time Series of Gait Dynamics in Patients With Neuro-Degenerative Diseases |
9 |
| Quantitative Evaluation of Cerebellar Ataxia Through Automated Assessment of Upper Limb Movements |
9 |
| Wearable Haptics and Immersive Virtual Reality Rehabilitation Training in Children With Neuromotor Impairments |
9 |
| Correlated Component Analysis for Enhancing the Performance of SSVEP-Based Brain-Computer Interface |
9 |
| Environmental Features Recognition for Lower Limb Prostheses Toward Predictive Walking |
9 |
| Decoding Motor Unit Activity From Forearm Muscles: Perspectives for Myoelectric Control |
9 |
| Validation of Polymer-Based Screen-Printed Textile Electrodes for Surface EMG Detection |
9 |
| A Novel Interpretation of Sample Entropy in Surface Electromyographic Examination of Complex Neuromuscular Alternations in Subacute and Chronic Stroke |
9 |
| Robust Support Matrix Machine for Single Trial EEG Classification |
9 |
| How Are Muscle Synergies Affected by Electromyography Pre-Processing? |
9 |
| Design Optimization in Lower Limb Prostheses: A Review |
9 |
| Toward Drowsiness Detection Using Non-hair-Bearing EEG-Based Brain-Computer Interfaces |
9 |
| Optically Pumped Magnetometers for Magneto-Myography to Study the Innervation of the Hand |
8 |
| Towards Wearable A-Mode Ultrasound Sensing for Real-Time Finger Motion Recognition |
8 |
| Real-Life Measurement of Tri-Axial Walking Ground Reaction Forces Using Optimal Network of Wearable Inertial Measurement Units |
8 |
| Neuromagnetic Decoding of Simultaneous Bilateral Hand Movements for Multidimensional Brain-Machine Interfaces |
8 |
| Automated Deep Brain Stimulation Programming for Tremor |
8 |
| Spatio-Spectral Representation Learning for Electroencephalographic Gait-Pattern Classification |
8 |
