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| Sub-100uW Multispectral Riemannian Classification for EEG-based Brain--Machine Interfaces | Dec 18, 2021 | ClassificationEEG | —Unverified | 0 | 0 |
| Variability in Grasp Type Distinction for Myoelectric Prosthesis Control Using a Non-Invasive Brain-Machine Interface | Sep 11, 2024 | ClassificationEEG | —Unverified | 0 | 0 |
| Adaptive Template Enhancement for Improved Person Recognition using Small Datasets | Jan 3, 2022 | ClassificationEEG | —Unverified | 0 | 0 |
| Adaptive Spike-Like Representation of EEG Signals for Sleep Stages Scoring | Apr 2, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Subject Disentanglement Neural Network for Speech Envelope Reconstruction from EEG | Jan 15, 2025 | DisentanglementEEG | —Unverified | 0 | 0 |
| Subject-independent trajectory prediction using pre-movement EEG during grasp and lift task | Sep 5, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Subject-Independent Brain-Computer Interface for Decoding High-Level Visual Imagery Tasks | Jun 8, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Subject-Independent Brain-Computer Interfaces with Open-Set Subject Recognition | Jan 19, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Subject-independent Classification of Meditative State from the Resting State using EEG | Apr 25, 2025 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Subject-Independent Deep Architecture for EEG-based Motor Imagery Classification | Jan 27, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition | Jan 24, 2025 | EEGEEG Emotion Recognition | —Unverified | 0 | 0 |
| Attention-based Transfer Learning for Brain-computer Interface | Apr 25, 2019 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Attention Patterns Detection using Brain Computer Interfaces | May 20, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| A tutorial on group effective connectivity analysis, part 2: second level analysis with PEB | Feb 27, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Two-Stage Efficient 3-D CNN Framework for EEG Based Emotion Recognition | Jul 26, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Auditory Attention Decoding from EEG using Convolutional Recurrent Neural Network | Mar 3, 2021 | ClassificationEEG | —Unverified | 0 | 0 |
| Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates | Apr 2, 2025 | Data AugmentationDeep Learning | —Unverified | 0 | 0 |
| AttDiCNN: Attentive Dilated Convolutional Neural Network for Automatic Sleep Staging using Visibility Graph and Force-directed Layout | Aug 21, 2024 | EEGSleep Staging | —Unverified | 0 | 0 |
| A unified information-theoretic model of EEG signatures of human language processing | Dec 16, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A unifying Bayesian approach for preterm brain-age prediction that models EEG sleep transitions over age | Sep 19, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Subject independent EEG-based BCI decoding | Dec 1, 2009 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automated Classification of L/R Hand Movement EEG Signals using Advanced Feature Extraction and Machine Learning | Dec 10, 2013 | BIG-bench Machine LearningBrain Computer Interface | —Unverified | 0 | 0 |
| Automated Classification of Seizures against Nonseizures: A Deep Learning Approach | Jun 5, 2019 | ClassificationDeep Learning | —Unverified | 0 | 0 |
| Automated Classification of Sleep Stages and EEG Artifacts in Mice with Deep Learning | Sep 22, 2018 | EEGEEG Artifact Removal | —Unverified | 0 | 0 |
| Automated Detection of Abnormalities from an EEG Recording of Epilepsy Patients With a Compact Convolutional Neural Network | May 21, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automated Detection of Epileptic Spikes and Seizures Incorporating a Novel Spatial Clustering Prior | Jan 5, 2025 | EEGSeizure Detection | —Unverified | 0 | 0 |
| Automated Detection of Patients in Hospital Video Recordings | Nov 28, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automated Diagnosis of Epilepsy Employing Multifractal Detrended Fluctuation Analysis Based Features | Apr 5, 2017 | ClassificationEEG | —Unverified | 0 | 0 |
| Automated EEG-based Screening of Depression Using Deep Convolutional Neural Network | Apr 17, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Automated Feature Extraction on AsMap for Emotion Classification using EEG | Jan 28, 2022 | Automated Feature EngineeringClassification | —Unverified | 0 | 0 |
| Automated Human Mind Reading Using EEG Signals for Seizure Detection | Nov 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A TSK-type Convolutional Recurrent Fuzzy Network for Predicting Driving Fatigue | May 6, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Subject Independent Emotion Recognition using EEG Signals Employing Attention Driven Neural Networks | Jun 7, 2021 | Deep LearningEEG | —Unverified | 0 | 0 |
| A topological classifier to characterize brain states: When shape matters more than variance | Mar 7, 2023 | Decision MakingDimensionality Reduction | —Unverified | 0 | 0 |
| Automated Video-EEG Analysis in Epilepsy Studies: Advances and Challenges | Mar 25, 2025 | DiversityEEG | —Unverified | 0 | 0 |
| Automatic Analysis of EEGs Using Big Data and Hybrid Deep Learning Architectures | Dec 28, 2017 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Subject Representation Learning from EEG using Graph Convolutional Variational Autoencoders | Jan 13, 2025 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| Automatic detection of abnormal clinical EEG: comparison of a finetuned foundation model with two deep learning models | May 13, 2025 | EEG | —Unverified | 0 | 0 |
| Automatic detection of abnormal EEG signals using wavelet feature extraction and gradient boosting decision tree | Dec 18, 2020 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| Automatic Detection of Arousals during Sleep using Multiple Physiological Signals | Oct 5, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automatic Detection of Epileptiform Discharges in the EEG | May 21, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection | Nov 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automatic Diagnosis of Schizophrenia in EEG Signals Using CNN-LSTM Models | Sep 2, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automatic EEG Independent Component Classification Using ICLabel in Python | Nov 20, 2024 | Component ClassificationEEG | —Unverified | 0 | 0 |
| Automatic Electrodes Detection during simultaneous EEG/fMRI acquisition | Sep 17, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automatic Emotion Recognition (AER) System based on Two-Level Ensemble of Lightweight Deep CNN Models | Apr 30, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification | Apr 28, 2020 | Dictionary LearningEEG | —Unverified | 0 | 0 |
| Automatic Micro-sleep Detection under Car-driving Simulation Environment using Night-sleep EEG | Dec 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Automatic Muscle Artifacts Identification and Removal from Single-Channel EEG Using Wavelet Transform with Meta-heuristically Optimized Non-local Means Filter | Jan 5, 2022 | Brain Computer InterfaceDenoising | —Unverified | 0 | 0 |