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Msrtnet: Multi-Scale Spatial Residual Network Based on Time-Domain Transformer

https://doi.org/10.2139/ssrn.4886628
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Deep learning with convolutional neural networks for EEG decoding and visualization
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Spatial patterns underlying population differences in the background EEG
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Human-machine shared control: New avenue to dexterous prosthetic hand manipulation
inferredcites →https://doi.org/10.1016/0013-4694(87)90206-9openalex-extracted
Cerebral location of international 10–20 system electrode placement
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Deep CNN model based on serial-parallel structure optimization for four-class motor imagery EEG classification
inferredcites →https://doi.org/10.1016/j.compbiomed.2004.05.001openalex-extracted
Comparison of STFT and wavelet transform methods in determining epileptic seizure activity in EEG signals for real-time application
inferredcites →https://doi.org/10.1016/j.future.2019.06.027openalex-extracted
Deep Learning for EEG motor imagery classification based on multi-layer CNNs feature fusion
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layerUMAP: A tool for visualizing and understanding deep learning models in biological sequence classification using UMAP
inferredcites →https://doi.org/10.1038/s41598-021-87157-3openalex-extracted
Inflated prediction accuracy of neuropsychiatric biomarkers caused by data leakage in feature selection
inferredcites →https://doi.org/10.1088/1741-2552/aace8copenalex-extracted
EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces
inferredcites →https://doi.org/10.1088/1741-2552/ace73fopenalex-extracted
Relating EEG to continuous speech using deep neural networks: a review
inferredcites →https://doi.org/10.1088/1741-2560/14/1/016003openalex-extracted
A novel deep learning approach for classification of EEG motor imagery signals
inferredcites →https://doi.org/10.1093/gigascience/giz002openalex-extracted
EEG dataset and OpenBMI toolbox for three BCI paradigms: an investigation into BCI illiteracy
inferredcites →https://doi.org/10.1109/embc.2013.6609816openalex-extracted
NeuroRex: A clinical neural interface roadmap for EEG-based brain machine interfaces to a lower body robotic exoskeleton
inferredcites →https://doi.org/10.1109/embc.2018.8512757openalex-extracted
A Generative Modeling Approach to Limited Channel ECG Classification
inferredcites →https://doi.org/10.1109/icsengt.2012.6339284openalex-extracted
Short-time Fourier Transform analysis of EEG signal generated during imagined writing
inferredcites →https://doi.org/10.1109/ijcnn.2008.4634130openalex-extracted
Filter Bank Common Spatial Pattern (FBCSP) in Brain-Computer Interface
inferredcites →https://doi.org/10.1109/taffc.2022.3169001openalex-extracted
TSception: Capturing Temporal Dynamics and Spatial Asymmetry From EEG for Emotion Recognition
inferredcites →https://doi.org/10.1109/tbme.2014.2360101openalex-extracted
Epileptic Seizure Classification of EEG Time-Series Using Rational Discrete Short-Time Fourier Transform
inferredcites →https://doi.org/10.1109/tbme.2015.2467312openalex-extracted
EEG Source Imaging Enhances the Decoding of Complex Right-Hand Motor Imagery Tasks
inferredcites →https://doi.org/10.1109/tii.2022.3197419openalex-extracted
Physics-Informed Attention Temporal Convolutional Network for EEG-Based Motor Imagery Classification
inferredcites →https://doi.org/10.1109/tmech.2016.2606642openalex-extracted
Human Cooperative Wheelchair With Brain–Machine Interaction Based on Shared Control Strategy
inferredcites →https://doi.org/10.1109/tnnls.2018.2789927openalex-extracted
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks
inferredcites →https://doi.org/10.1109/tnnls.2023.3236635openalex-extracted
LGGNet: Learning From Local-Global-Graph Representations for Brain–Computer Interface
inferredcites →https://doi.org/10.1109/tnsre.2021.3099908openalex-extracted
A Temporal-Spectral-Based Squeeze-and- Excitation Feature Fusion Network for Motor Imagery EEG Decoding
inferredcites →https://doi.org/10.1109/tnsre.2022.3229330openalex-extracted
Multiscale Convolutional Transformer for EEG Classification of Mental Imagery in Different Modalities
inferredcites →https://doi.org/10.1109/tnsre.2022.3230250openalex-extracted
EEG Conformer: Convolutional Transformer for EEG Decoding and Visualization
inferredcites →https://doi.org/10.1109/tsmcc.2012.2219046openalex-extracted
EEG-Based Brain-Controlled Mobile Robots: A Survey
inferredcites →https://doi.org/10.3389/fnins.2012.00055openalex-extracted
Review of the BCI Competition IV
inferredcites →https://doi.org/10.3389/fnins.2016.00584openalex-extracted
Enhancing Nervous System Recovery through Neurobiologics, Neural Interface Training, and Neurorehabilitation
inferredcites →https://doi.org/10.3389/frai.2022.1072801openalex-extracted
Trends in EEG signal feature extraction applications
inferredcites →https://doi.org/10.48550/arxiv.1706.03762openalex-extracted
Attention Is All You Need
inferredcites →https://doi.org/10.48550/arxiv.1710.05941openalex-extracted
Searching for Activation Functions
inferredcites →https://doi.org/10.48550/arxiv.2104.01233openalex-extracted
FBCNet: A Multi-view Convolutional Neural Network for Brain-Computer Interface
inferredcites →https://doi.org/10.48550/arxiv.2203.10036openalex-extracted
On the Generalization Mystery in Deep Learning
inferredcites →https://doi.org/10.4230/lipics.itp.2023.19openalex-snapshot
Exploiting Generative AI to Scale up Intelligent Tutoring Systems
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