| A Time-Series Scale Mixture Model of EEG with a Hidden Markov Structure for Epileptic Seizure Detection | Nov 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Cellular Recurrent Network for Efficient Analysis of Time-Series Data with Spatial Information | Jan 12, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Contrastive Learning Based Convolutional Neural Network for ERP Brain-Computer Interfaces | Jul 2, 2024 | Binary ClassificationContrastive Learning | —Unverified | 0 |
| Cortical recruitment and functional dynamics in postural control adaptation and habituation during vibratory proprioceptive stimulation | Feb 27, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Automatic EEG Independent Component Classification Using ICLabel in Python | Nov 20, 2024 | Component ClassificationEEG | —Unverified | 0 |
| Deep Convolutional Neural Network for Automated Detection of Mind Wandering using EEG Signals | Feb 5, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Convolutional Neural Networks for Interpretable Analysis of EEG Sleep Stage Scoring | Oct 2, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep convolutional recurrent neural network for short-interval EEG motor imagery classification | Sep 29, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Deep Correlation Analysis for Audio-EEG Decoding | May 18, 2021 | EEGEeg Decoding | —Unverified | 0 |
| Deep EEG Super-Resolution: Upsampling EEG Spatial Resolution with Generative Adversarial Networks | Feb 12, 2025 | EEGSuper-Resolution | —Unverified | 0 |
| Towards Brain Passage Retrieval -- An Investigation of EEG Query Representations | Dec 9, 2024 | cross-modal alignmentEEG | —Unverified | 0 |
| Automatic Identification of Epileptic Seizures from EEG Signals using Sparse Representation-based Classification | Apr 28, 2020 | Dictionary LearningEEG | —Unverified | 0 |
| Deep Feature Mining via Attention-based BiLSTM-GCN for Human Motor Imagery Recognition | May 2, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Deep Generative Models for Physiological Signals: A Systematic Literature Review | Jul 12, 2023 | BenchmarkingEEG | —Unverified | 0 |
| Cortical Mirror-System Activation During Real-Life Game Playing: An Intracranial Electroencephalography (EEG) Study | Mar 27, 2019 | Action UnderstandingEEG | —Unverified | 0 |
| DeepKey: An EEG and Gait Based Dual-Authentication System | Jun 6, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Online Learning Koopman operator for closed-loop electrical neurostimulation in epilepsy | Mar 26, 2021 | Computational EfficiencyEEG | —Unverified | 0 |
| Automatic Prediction of Stroke Treatment Outcomes: Latest Advances and Perspectives | Dec 6, 2024 | Date UnderstandingDecision Making | —Unverified | 0 |
| Interpretable Classification of Early Stage Parkinson's Disease from EEG | Jan 20, 2023 | ClassificationEEG | —Unverified | 0 |
| Deep Learning Architecture for Motor Imaged Words | Aug 8, 2023 | Brain Computer InterfaceDeep Learning | —Unverified | 0 |
| Deep Learning-based Classification of Dementia using Image Representation of Subcortical Signals | Aug 20, 2024 | EEGHippocampus | —Unverified | 0 |
| Deep learning-based classification of fine hand movements from low frequency EEG | Nov 13, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Automatic Sleep Stage Scoring with Single-Channel EEG Using Convolutional Neural Networks | Oct 5, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep learning analysis of intracranial EEG for recognizing drug effects and mechanisms of action | Sep 28, 2020 | Drug DiscoveryEEG | —Unverified | 0 |
| Deep Learning Decoding of Mental State in Non-invasive Brain Computer Interface | Nov 11, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Deep learning denoising for EOG artifacts removal from EEG signals | Sep 12, 2020 | Deep LearningDenoising | —Unverified | 0 |
| Deep Learning for EEG Seizure Detection in Preterm Infants | May 28, 2021 | Deep LearningEEG | —Unverified | 0 |
| Deep Learning for scalp High Frequency Oscillations Identification | Jan 20, 2023 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Shorter Latency of Real-time Epileptic Seizure Detection via Probabilistic Prediction | Jan 4, 2023 | Binary ClassificationDecision Making | —Unverified | 0 |
| Neural criticality from effective latent variables | Jan 2, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding | Jul 20, 2022 | Brain DecodingClassification | —Unverified | 0 |
| Deep Learning of Movement Intent and Reaction Time for EEG-informed Adaptation of Rehabilitation Robots | Feb 18, 2020 | Binary ClassificationEEG | —Unverified | 0 |
| Wireless Ear EEG to Monitor Drowsiness | Jan 11, 2024 | EEG | —Unverified | 0 |
| Deep Learning the EEG Manifold for Phonological Categorization from Active Thoughts | Apr 8, 2019 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Correlation based Multi-phasal models for improved imagined speech EEG recognition | Nov 4, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Adaptive Subspace Sampling for Class Imbalance Processing-Some clarifications, algorithm, and further investigation including applications to Brain Computer Interface | May 26, 2019 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Balancing Spectral, Temporal and Spatial Information for EEG-based Alzheimer's Disease Classification | Feb 21, 2024 | ClassificationEEG | —Unverified | 0 |
| Deep Models for Engagement Assessment With Scarce Label Information | Oct 21, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Multiway Canonical Correlation Analysis for Multi-Subject EEG Normalization | Mar 11, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Neural Networks on EEG signals to predict Attention Score using Gramian Angular Difference Field | Sep 29, 2021 | Deep LearningEEG | —Unverified | 0 |
| Deep Neural Networks on EEG Signals to Predict Auditory Attention Score Using Gramian Angular Difference Field | Oct 24, 2021 | Deep LearningEEG | —Unverified | 0 |
| Deep neural networks on graph signals for brain imaging analysis | May 13, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Advancing Speech Synthesis using EEG | Apr 9, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Recurrent Neural Networks for seizure detection and early seizure detection systems | Jun 10, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Recurrent Semi-Supervised EEG Representation Learning for Emotion Recognition | Jul 28, 2021 | Deep AttentionEEG | —Unverified | 0 |
| Deep Reinforcement Learning with Implicit Human Feedback | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection | Feb 21, 2022 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Deep representation of EEG data from Spatio-Spectral Feature Images | Jun 20, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Deep Semantic Architecture with discriminative feature visualization for neuroimage analysis | May 29, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study | Apr 30, 2024 | DiagnosticEEG | —Unverified | 0 |