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A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update
Topical ReviewIOP Institute of Physics | 2018| -
EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces
PaperIOP Institute of Physics | 2018| -
A novel deep learning approach for classification of EEG motor imagery signals
PaperIOP Institute of Physics | 2017| -
Deep learning for electroencephalogram (EEG) classification tasks: a review
Free accessTopical ReviewIOP Institute of Physics | 2019| -
Solving ill-posed inverse problems using iterative deep neural networks
PaperIOP Institute of Physics | 2017| -
A comprehensive review of EEG-based brain–computer interface paradigms
Topical ReviewIOP Institute of Physics | 2019| -
EEG artifact removal—state-of-the-art and guidelines
Topical ReviewIOP Institute of Physics | 2015| -
BCI for stroke rehabilitation: motor and beyond
Free accessTopical ReviewIOP Institute of Physics | 2020| -
Learning the invisible: a hybrid deep learning-shearlet framework for limited angle computed tomography
PaperIOP Institute of Physics | 2019| -
Brain–machine interfaces for controlling lower-limb powered robotic systems
Free accessTopical ReviewIOP Institute of Physics | 2018| -
Inter-subject transfer learning with an end-to-end deep convolutional neural network for EEG-based BCI
PaperIOP Institute of Physics | 2019| -
Adaptive deep brain stimulation for Parkinson’s disease using motor cortex sensing
PaperIOP Institute of Physics | 2018| -
A generic EEG artifact removal algorithm based on the multi-channel Wiener filter
PaperIOP Institute of Physics | 2018| -
Filter bank canonical correlation analysis for implementing a high-speed SSVEP-based brain–computer interface
PaperIOP Institute of Physics | 2015| -
Developing a hippocampal neural prosthetic to facilitate human memory encoding and recall
PaperIOP Institute of Physics | 2018| -
3D printing nano conductive multi-walled carbon nanotube scaffolds for nerve regeneration
PaperIOP Institute of Physics | 2018| -
A review on mechanical considerations for chronically-implanted neural probes
Topical ReviewIOP Institute of Physics | 2018| -
Tissue damage thresholds during therapeutic electrical stimulation
Topical ReviewIOP Institute of Physics | 2016| -
Open Ephys: an open-source, plugin-based platform for multichannel electrophysiology
Free accessPaperIOP Institute of Physics | 2017| -
Deep learning for hybrid EEG-fNIRS brain–computer interface: application to motor imagery classification
PaperIOP Institute of Physics | 2018|
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