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| Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model | Nov 29, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multimodal Emotion Recognition Using Multimodal Deep Learning | Feb 26, 2016 | Deep LearningEEG | —Unverified | 0 | 0 |
| Multimodal Identification of Alzheimer's Disease: A Review | Oct 6, 2023 | DiagnosticEarly Classification | —Unverified | 0 | 0 |
| Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs | May 21, 2025 | EEGKnowledge Graphs | —Unverified | 0 | 0 |
| Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition | May 28, 2024 | AnatomyEEG | —Unverified | 0 | 0 |
| TRIER: Template-Guided Neural Networks for Robust and Interpretable Sleep Stage Identification from EEG Recordings | Sep 10, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multimodal pathophysiological dataset of gradual cerebral ischemia in a cohort of juvenile pigs | Feb 21, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multimodal Physiological Signals Representation Learning via Multiscale Contrasting for Depression Recognition | Jun 22, 2024 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Wheelchair automation by a hybrid BCI system using SSVEP and eye blinks | Jun 10, 2021 | Bayesian OptimizationBrain Computer Interface | —Unverified | 0 | 0 |
| Multimodal wearable EEG, EMG and accelerometry measurements improve the accuracy of tonic-clonic seizure detection in-hospital | Mar 19, 2024 | Brain DecodingEEG | —Unverified | 0 | 0 |
| Multi-Modal Wireless Flexible Gel-Free Sensors with Edge Deep Learning for Detecting and Alerting Freezing of Gait in Parkinson's Patients | May 28, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis | Sep 26, 2017 | Activity RecognitionEEG | —Unverified | 0 | 0 |
| A Biologically Plausible Model for Rapid Natural Scene Identification | Dec 1, 2009 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| AM-MTEEG: Multi-task EEG classification based on impulsive associative memory | Sep 27, 2024 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition | Oct 30, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| AADNet: Exploring EEG Spatiotemporal Information for Fast and Accurate Orientation and Timbre Detection of Auditory Attention Based on A Cue-Masked Paradigm | Jan 7, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multi-Scale Neural network for EEG Representation Learning in BCI | Mar 2, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Multiscale Wavelet Transfer Entropy with Application to Corticomuscular Coupling Analysis | Aug 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography | Nov 14, 2023 | DiagnosticEEG | —Unverified | 0 | 0 |
| Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition | Jan 4, 2024 | Domain AdaptationEEG | —Unverified | 0 | 0 |
| Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation | Aug 4, 2024 | Domain AdaptationEEG | —Unverified | 0 | 0 |
| Multi-subject MEG/EEG source imaging with sparse multi-task regression | Oct 3, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference | May 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| 4D Attention-based Neural Network for EEG Emotion Recognition | Jan 14, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| AMIGOS: A Dataset for Affect, Personality and Mood Research on Individuals and Groups | Apr 13, 2017 | Continuous Affect EstimationEEG | —Unverified | 0 | 0 |
| Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks | Jun 3, 2024 | EEGMulti-Task Learning | —Unverified | 0 | 0 |
| Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy | Jul 30, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multi-Tier Platform for Cognizing Massive Electroencephalogram | Apr 21, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Tuning to non-veridical features in attention and perceptual decision-making | Mar 1, 2023 | AttributeDecision Making | —Unverified | 0 | 0 |
| Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes | Jun 2, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multi-View Bayesian Correlated Component Analysis | Feb 7, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain–Computer Interfaces | Feb 15, 2024 | ClassificationContrastive Learning | —Unverified | 0 | 0 |
| A Methodological and Structural Review of Parkinsons Disease Detection Across Diverse Data Modalities | May 1, 2025 | ArticlesEEG | —Unverified | 0 | 0 |
| Multiview Graph Learning with Consensus Graph | Jan 24, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Two Heads are Better than One: A Bio-inspired Method for Improving Classification on EEG-ET Data | Mar 25, 2023 | EEGfeature selection | —Unverified | 0 | 0 |
| Music Therapy based Stress Prediction using Homological Feature Analysis on EEG Signals | Feb 26, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution | May 22, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| MUTLA: A Large-Scale Dataset for Multimodal Teaching and Learning Analytics | Oct 5, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| MutualGraphNet: A novel model for motor imagery classification | Sep 2, 2021 | ClassificationEEG | —Unverified | 0 | 0 |
| MVGT: A Multi-view Graph Transformer Based on Spatial Relations for EEG Emotion Recognition | Jul 3, 2024 | EEGEEG Emotion Recognition | —Unverified | 0 | 0 |
| MV-PURE Spatial Filters with Application to EEG/MEG Source Reconstruction | Dec 8, 2017 | EEG | —Unverified | 0 | 0 |
| Natural brain-information interfaces: Recommending information by relevance inferred from human brain signals | Jul 12, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Naturalistic Music Decoding from EEG Data via Latent Diffusion Models | May 15, 2024 | channel selectionEEG | —Unverified | 0 | 0 |
| Navigating in Virtual Reality using Thought: The Development and Assessment of a Motor Imagery based Brain-Computer Interface | Dec 10, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| A Methodological and Structural Review of Hand Gesture Recognition Across Diverse Data Modalities | Aug 10, 2024 | ArticlesEEG | —Unverified | 0 | 0 |
| Two Models of Mind Blanking | Jun 21, 2023 | EEG | —Unverified | 0 | 0 |
| NEMAR: An open access data, tools, and compute resource operating on NeuroElectroMagnetic data | Mar 4, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging | Aug 31, 2024 | Data VisualizationDimensionality Reduction | —Unverified | 0 | 0 |
| Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms | Jun 8, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |