| Deep Semantic Architecture with discriminative feature visualization for neuroimage analysis | May 29, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More | Jul 2, 2024 | EEGObject Recognition | —Unverified | 0 | 0 |
| Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation | Feb 19, 2023 | ClusteringEEG | —Unverified | 0 | 0 |
| Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum | Nov 11, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version) | Jun 26, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer | Sep 15, 2023 | Data CompressionDecoder | —Unverified | 0 | 0 |
| Bayesian deep neural networks for low-cost neurophysiological markers of Alzheimer's disease severity | Dec 12, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Electroencephalography and mild cognitive impairment research: A scoping review and bibliometric analysis (ScoRBA) | Nov 1, 2022 | ArticlesEEG | —Unverified | 0 | 0 |
| Electroencephalography based Classification of Long-term Stress using Psychological Labeling | Jul 17, 2019 | ClassificationEEG | —Unverified | 0 | 0 |
| Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface | Oct 13, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network | Oct 24, 2020 | DecoderDenoising | —Unverified | 0 | 0 |
| Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 2 | Jul 7, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 1 | Jul 6, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Electrophysiological indicators of gesture perception | Nov 13, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Deep representation of EEG data from Spatio-Spectral Feature Images | Jun 20, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Bayesian Belief Updating of Spatiotemporal Seizure Dynamics | May 20, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Deep Reinforcement Learning with Implicit Human Feedback | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition | Jul 28, 2021 | Deep AttentionEEG | —Unverified | 0 | 0 |
| Emergence of Brain Rhythms: Model Interpretation of EEG Data | Mar 11, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Deep Recurrent Neural Networks for seizure detection and early seizure detection systems | Jun 10, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis | Aug 22, 2024 | Brain Computer InterfaceDeep Reinforcement Learning | —Unverified | 0 | 0 |
| Emotional EEG Classification using Connectivity Features and Convolutional Neural Networks | Jan 18, 2021 | ClassificationEEG | —Unverified | 0 | 0 |
| CNNATT: Deep EEG & fNIRS Real-Time Decoding of bimanual forces | Mar 9, 2021 | DecoderEEG | —Unverified | 0 | 0 |
| An Electroencephalography connectome predictive model of major depressive disorder severity | Aug 25, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| AFPM: Alignment-based Frame Patch Modeling for Cross-Dataset EEG Decoding | Jul 16, 2025 | EEGEeg Decoding | —Unverified | 0 | 0 |
| Deep neural networks on graph signals for brain imaging analysis | May 13, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field | Oct 24, 2021 | Deep LearningEEG | —Unverified | 0 | 0 |
| Bandwidth-efficient distributed neural network architectures with application to body sensor networks | Oct 14, 2022 | ClassificationEEG | —Unverified | 0 | 0 |
| Deep Neural Networks on EEG signals to predict Attention Score using Gramian Angular Difference Field | Sep 29, 2021 | Deep LearningEEG | —Unverified | 0 | 0 |
| Deep Multiway Canonical Correlation Analysis for Multi-Subject EEG Normalization | Mar 11, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Ballistocardiogram artifact reduction in simultaneous EEG-fMRI using deep learning | Oct 15, 2019 | Deep LearningEEG | —Unverified | 0 | 0 |
| An Efficient Intelligent System for the Classification of Electroencephalography (EEG) Brain Signals using Nuclear Features for Human Cognitive Tasks | Apr 30, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Deep Models for Engagement Assessment With Scarce Label Information | Oct 21, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Balancing Spectral, Temporal and Spatial Information for EEG-based Alzheimer's Disease Classification | Feb 21, 2024 | ClassificationEEG | —Unverified | 0 | 0 |
| Deep Learning with ConvNET Predicts Imagery Tasks Through EEG | Jul 12, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 | 0 |
| Backward Renormalization Priors and the Cortical Source Localization Problem with EEG or MEG | Feb 11, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An Efficient Epileptic Seizure Detection Technique using Discrete Wavelet Transform and Machine Learning Classifiers | Sep 26, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Affective EEG-Based Person Identification Using the Deep Learning Approach | Jul 5, 2018 | Deep LearningEEG | —Unverified | 0 | 0 |
| Active Semi-supervised Transfer Learning (ASTL) for Offline BCI Calibration | May 12, 2018 | Active LearningBrain Computer Interface | —Unverified | 0 | 0 |
| A3E: Aligned and Augmented Adversarial Ensemble for Accurate, Robust and Privacy-Preserving EEG Decoding | Dec 16, 2024 | Adversarial RobustnessBrain Computer Interface | —Unverified | 0 | 0 |
| Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts | Apr 8, 2019 | Binary ClassificationDeep Learning | —Unverified | 0 | 0 |
| Wireless Ear EEG to Monitor Drowsiness | Jan 11, 2024 | EEG | —Unverified | 0 | 0 |
| Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots | Feb 18, 2020 | Binary ClassificationEEG | —Unverified | 0 | 0 |
| Deep Learning in EEG: Advance of the Last Ten-Year Critical Period | Nov 22, 2020 | Brain Computer InterfaceDeep Learning | —Unverified | 0 | 0 |
| A Wearable EEG System for Closed-Loop Neuromodulation of High-Frequency Sleep-Related Oscillations | Dec 21, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database | May 25, 2020 | channel selectionEEG | —Unverified | 0 | 0 |
| Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction | Jan 4, 2023 | Binary ClassificationDecision Making | —Unverified | 0 | 0 |
| Neural criticality from effective latent variables | Jan 2, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Deep Learning for scalp High Frequency Oscillations Identification | Jan 20, 2023 | Binary ClassificationDeep Learning | —Unverified | 0 | 0 |
| Deep Learning for EEG Seizure Detection in Preterm Infants | May 28, 2021 | Deep LearningEEG | —Unverified | 0 | 0 |