| Assessing the importance of long-range correlations for deep-learning-based sleep staging | Feb 22, 2024 | DiagnosticEEG | —Unverified | 0 |
| Comparison of Sub-Scalp EEG and Endovascular Stent-Electrode Array for Visual Evoked Potential Brain-Computer Interface | Apr 26, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Comparison of inverse problem linear and non-linear methods for localization source: a combined TMS-EEG study | Nov 30, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A multi-artifact EEG denoising by frequency-based deep learning | Oct 26, 2023 | Deep LearningDenoising | —Unverified | 0 |
| Comparison of Epilepsy Induced by Ischemic Hypoxic Brain Injury and Hypoglycemic Brain Injury using Multilevel Fusion of Data Features | Sep 3, 2024 | EEG | —Unverified | 0 |
| Comparison of EEG based epilepsy diagnosis using neural networks and wavelet transform | Apr 9, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Assessing Rate limits Using Behavioral and Neural Responses of Interaural-Time-Difference Cues in Fine-Structure and Envelope | May 5, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Comparison of Attention-based Deep Learning Models for EEG Classification | Dec 2, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Assessing learned features of Deep Learning applied to EEG | Nov 8, 2021 | Deep LearningEEG | —Unverified | 0 |
| Amplifying the Neural Power Spectrum | Jun 4, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A brain-inspired generative model for EEG-based cognitive state identification | May 3, 2025 | EEGNetwork Interpretation | —Unverified | 0 |
| Extracting seizure onset from surface EEG with Independent Component Analysis: insights from simultaneous scalp and intracerebral EEG | Dec 2, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Compressed Factorization: Fast and Accurate Low-Rank Factorization of Compressively-Sensed Data | Jun 25, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Features and Machine Learning for Correlating and Classifying between Brain Areas and Dyslexia | Dec 27, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Assessing Functional Neural Connectivity as an Indicator of Cognitive Performance | Jul 29, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Comparative Analysis of Epileptic Seizure Prediction: Exploring Diverse Pre-Processing Techniques and Machine Learning Models | Aug 6, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Biologically Plausible Model for Rapid Natural Scene Identification | Dec 1, 2009 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Comparative Analysis of Deep Learning Approaches for Harmful Brain Activity Detection Using EEG | Dec 10, 2024 | Action DetectionActivity Detection | —Unverified | 0 |
| A computational investigation of the relationships between single-neuron and network dynamics in the cerebral cortex | Dec 31, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Exploring EEG Indicators to Evaluate Listening Difficulties in Noisy Environments | Jun 17, 2025 | DiagnosticEEG | —Unverified | 0 |
| Community Detection in Multi-frequency EEG Networks | Sep 26, 2022 | Community DetectionEEG | —Unverified | 0 |
| Community Detection from Multiple Observations: from Product Graph Model to Brain Applications | Jun 21, 2024 | Community DetectionEEG | —Unverified | 0 |
| Assessing a Single Student's Concentration on Learning Platforms: A Machine Learning-Enhanced EEG-Based Framework | Feb 21, 2025 | EEGfeature selection | —Unverified | 0 |
| Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface | Feb 8, 2021 | Brain Computer InterfaceData Augmentation | —Unverified | 0 |
| Comment on "On the Extraction of Purely Motor EEG Neural Correlates during an Upper Limb Visuomotor Task" | Jul 22, 2022 | ClassificationEEG | —Unverified | 0 |
| A SPA-based Manifold Learning Framework for Motor Imagery EEG Data Classification | Jul 30, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| A distributed neural network architecture for dynamic sensor selection with application to bandwidth-constrained body-sensor networks | Aug 16, 2023 | EEG | —Unverified | 0 |
| Simultaneously exploring multi-scale and asymmetric EEG features for emotion recognition | Oct 13, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Combining Generative and Discriminative Neural Networks for Sleep Stages Classification | Oct 6, 2016 | ClassificationEEG | —Unverified | 0 |
| Combining Euclidean Alignment and Data Augmentation for BCI decoding | May 23, 2024 | ClassificationData Augmentation | —Unverified | 0 |
| A single channel sleep-spindle detector based on multivariate classification of EEG epochs: MUSSDET. | Mar 1, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Combining EEG and NLP Features for Predicting Students' Lecture Comprehension using Ensemble Classification | Nov 18, 2023 | ClassificationEEG | —Unverified | 0 |
| Color-based classification of EEG Signals for people with the severe locomotive disorder | Apr 12, 2023 | ClassificationEEG | —Unverified | 0 |
| A Single Channel-Based Neonatal Sleep-Wake Classification using Hjorth Parameters and Improved Gradient Boosting | Aug 15, 2024 | ClassificationEEG | —Unverified | 0 |
| AM-MTEEG: Multi-task EEG classification based on impulsive associative memory | Sep 27, 2024 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Coherence of Working Memory Study Between Deep Neural Network and Neurophysiology | Feb 6, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Simple Review of EEG Foundation Models: Datasets, Advancements and Future Perspectives | Apr 24, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Direct Comparison of Simultaneously Recorded Scalp, Around-Ear, and In-Ear EEG for Neural Selective Auditory Attention Decoding to Speech | May 20, 2025 | EEG | —Unverified | 0 |
| A simple EEG-based decision tool for neonatal therapeutic hypothermia in hypoxic-ischemic encephalopathy | Mar 29, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups | Apr 13, 2017 | Continuous Affect EstimationEEG | —Unverified | 0 |
| Exploring Deep Learning Models for EEG Neural Decoding | Mar 20, 2025 | Deep LearningEEG | —Unverified | 0 |
| Exploring EEG for Object Detection and Retrieval | Apr 9, 2015 | Content-Based Image RetrievalEEG | —Unverified | 0 |
| Exploring the Potential of QEEGNet for Cross-Task and Cross-Dataset Electroencephalography Encoding with Quantum Machine Learning | Feb 28, 2025 | EEGQuantum Machine Learning | —Unverified | 0 |
| CogniFNN: A Fuzzy Neural Network Framework for Cognitive Word Embedding Evaluation | Sep 24, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Silent Speech Decoding System from EEG and EMG with Heterogenous Electrode Configurations | Jun 16, 2025 | EEGspeech-recognition | —Unverified | 0 |
| A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities | Aug 10, 2024 | ArticlesEEG | —Unverified | 0 |
| A semi-supervised deep learning algorithm for abnormal EEG identification | Mar 19, 2019 | Deep LearningEEG | —Unverified | 0 |
| A Methodological and Structural Review of Parkinsons Disease Detection Across Diverse Data Modalities | May 1, 2025 | ArticlesEEG | —Unverified | 0 |
| Explore intrinsic geometry of sleep dynamics and predict sleep stage by unsupervised learning techniques | May 11, 2019 | Dimensionality ReductionEEG | —Unverified | 0 |
| CNN-Aided Factor Graphs with Estimated Mutual Information Features for Seizure Detection | Mar 11, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |