| A review of classification algorithms for EEG-based brain-computer interfaces: a 10 year update |
148 |
| EEGNet: a compact convolutional neural network for EEG-based brain-computer interfaces |
111 |
| Deep learning-based electroencephalography analysis: a systematic review |
63 |
| Deep learning for electroencephalogram (EEG) classification tasks: a review |
62 |
| Realistic volumetric-approach to simulate transcranial electric stimulation-ROAST-a fully automated open-source pipeline |
36 |
| Adaptive deep brain stimulation for Parkinson's disease using motor cortex sensing |
35 |
| 3D printing nano conductive multi-walled carbon nanotube scaffolds for nerve regeneration |
31 |
| A comprehensive review of EEG-based brain-computer interface paradigms |
28 |
| Inter-subject transfer learning with an end-to-end deep convolutional neural network for EEG-based BCI |
28 |
| Deep learning for hybrid EEG-fNIRS brain-computer interface: application to motor imagery classification |
22 |
| Brain-machine interfaces for controlling lower-limb powered robotic systems |
22 |
| A review on mechanical considerations for chronically-implanted neural probes |
19 |
| Intracortical recording stability in human brain-computer interface users |
19 |
| Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall |
18 |
| Closed-loop system to enhance slow-wave activity |
17 |
| A generic EEG artifact removal algorithm based on the multi-channel Wiener filter |
17 |
| Anodic stimulation misunderstood: preferential activation of fiber orientations with anodic waveforms in deep brain stimulation |
17 |
| Optimized programming algorithm for cylindrical and directional deep brain stimulation electrodes |
17 |
| To train or not to train? A survey on training of feature extraction methods for SSVEP-based BCIs |
16 |
| Speech synthesis from ECoG using densely connected 3D convolutional neural networks |
16 |
| Biomimetic hydrogels direct spinal progenitor cell differentiation and promote functional recovery after spinal cord injury |
15 |
| Multi-scale, multi-modal analysis uncovers complex relationship at the brain tissue-implant neural interface: new emphasis on the biological interface |
15 |
| Biomimetic encoding model for restoring touch in bionic hands through a nerve interface |
15 |
| Combination of high-frequency SSVEP-based BCI and computer vision for controlling a robotic arm |
15 |
| Should patients with brain implants undergo MRI? |
14 |
| Robust simultaneous myoelectric control of multiple degrees of freedom in wrist-hand prostheses by real-time neuromusculoskeletal modeling |
14 |
| Myoelectric control with abstract decoders |
14 |
| High-density peripheral nerve cuffs restore natural sensation to individuals with lower-limb amputations |
13 |
| EEG-based auditory attention detection: boundary conditions for background noise and speaker positions |
13 |
| Phase locking value revisited: teaching new tricks to an old dog |
13 |
| Decoding natural reach-and-grasp actions from human EEG |
13 |
| Biophysically realistic neuron models for simulation of cortical stimulation |
13 |
| Parallel, minimally-invasive implantation of ultra-flexible neural electrode arrays |
12 |
| Reduced integration and improved segregation of functional brain networks in Alzheimer's disease |
12 |
| Electric stimulus duration alters network-mediated responses depending on retinal ganglion cell type |
12 |
| Regression convolutional neural network for improved simultaneous EMG control |
12 |
| Dual-electrode motion artifact cancellation for mobile electroencephalography |
12 |
| Intraneural sensory feedback restores grip force control and motor coordination while using a prosthetic hand |
12 |
| Online adaptive neural control of a robotic lower limb prosthesis |
12 |
| Combined rTMS and virtual reality brain-computer interface training for motor recovery after stroke |
11 |
| Carbon fiber on polyimide ultra-microelectrodes |
11 |
| Sensory adaptation to electrical stimulation of the somatosensory nerves |
11 |
| Feature extraction of four-class motor imagery EEG signals based on functional brain network |
11 |
| Design of transcranial magnetic stimulation coils with optimal trade-off between depth, focality, and energy |
11 |
| Incorporation of dynamic stopping strategy into the high-speed SSVEP-based BCIs |
11 |
| Redesigning existing transcranial magnetic stimulation coils to reduce energy: application to low field magnetic stimulation |
10 |
| Electric field simulations for transcranial brain stimulation using FEM: an efficient implementation and error analysis |
10 |
| Optical cuff for optogenetic control of the peripheral nervous system |
10 |
| A review of rapid serial visual presentation-based brain-computer interfaces |
10 |
| Multiband tangent space mapping and feature selection for classification of EEG during motor imagery |
10 |
