| Multimodal Brain-Computer Interface for In-Vehicle Driver Cognitive Load Measurement: Dataset and Baselines | Apr 9, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Multimodal Classification with Deep Convolutional-Recurrent Neural Networks for Electroencephalography | Jul 24, 2018 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Multi-modal Cross-domain Self-supervised Pre-training for fMRI and EEG Fusion | Sep 27, 2024 | Data AugmentationEEG | —Unverified | 0 |
| Multimodal deep learning approach for joint EEG-EMG data compression and classification | Mar 27, 2017 | Data CompressionDecoder | —Unverified | 0 |
| Multimodal deep learning approach to predicting neurological recovery from coma after cardiac arrest | Mar 9, 2024 | EEGMultimodal Deep Learning | —Unverified | 0 |
| Multimodal Emotion Recognition based on Facial Expressions, Speech, and EEG | Jun 11, 2024 | EEGEmotion Recognition | —Unverified | 0 |
| Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model | Nov 29, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multimodal Emotion Recognition Using Multimodal Deep Learning | Feb 26, 2016 | Deep LearningEEG | —Unverified | 0 |
| Multimodal Identification of Alzheimer's Disease: A Review | Oct 6, 2023 | DiagnosticEarly Classification | —Unverified | 0 |
| Multi-modal Integration Analysis of Alzheimer's Disease Using Large Language Models and Knowledge Graphs | May 21, 2025 | EEGKnowledge Graphs | —Unverified | 0 |
| Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition | May 28, 2024 | AnatomyEEG | —Unverified | 0 |
| Multimodal pathophysiological dataset of gradual cerebral ischemia in a cohort of juvenile pigs | Feb 21, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multimodal Physiological Signals Representation Learning via Multiscale Contrasting for Depression Recognition | Jun 22, 2024 | Data AugmentationEEG | —Unverified | 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 |
| 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 |
| Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis | Sep 26, 2017 | Activity RecognitionEEG | —Unverified | 0 |
| Multiscale Fractal Analysis on EEG Signals for Music-Induced Emotion Recognition | Oct 30, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-Scale Neural network for EEG Representation Learning in BCI | Mar 2, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Multiscale Wavelet Transfer Entropy with Application to Corticomuscular Coupling Analysis | Aug 9, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-Signal Reconstruction Using Masked Autoencoder From EEG During Polysomnography | Nov 14, 2023 | DiagnosticEEG | —Unverified | 0 |
| Multi-Source Domain Adaptation with Transformer-based Feature Generation for Subject-Independent EEG-based Emotion Recognition | Jan 4, 2024 | Domain AdaptationEEG | —Unverified | 0 |
| Multi-Source EEG Emotion Recognition via Dynamic Contrastive Domain Adaptation | Aug 4, 2024 | Domain AdaptationEEG | —Unverified | 0 |
| Multi-subject MEG/EEG source imaging with sparse multi-task regression | Oct 3, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multitaper Spectral Estimation HDP-HMMs for EEG Sleep Inference | May 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-Task Learning for Arousal and Sleep Stage Detection Using Fully Convolutional Networks | Jun 3, 2024 | EEGMulti-Task Learning | —Unverified | 0 |
| Multi-task Learning with Weak Class Labels: Leveraging iEEG to Detect Cortical Lesions in Cryptogenic Epilepsy | Jul 30, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-Tier Platform for Cognizing Massive Electroencephalogram | Apr 21, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multivariate Empirical Mode Decomposition of EEG for Mental State Detection at Localized Brain Lobes | Jun 2, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multi-View Bayesian Correlated Component Analysis | Feb 7, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Multiview Contrastive Learning for Unsupervised Domain Adaptation in Brain–Computer Interfaces | Feb 15, 2024 | ClassificationContrastive Learning | —Unverified | 0 |
| Multiview Graph Learning with Consensus Graph | Jan 24, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Music Therapy based Stress Prediction using Homological Feature Analysis on EEG Signals | Feb 26, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Mu-suppression detection in motor imagery electroencephalographic signals using the generalized extreme value distribution | May 22, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| MUTLA: A Large-Scale Dataset for Multimodal Teaching and Learning Analytics | Oct 5, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| MutualGraphNet: A novel model for motor imagery classification | Sep 2, 2021 | ClassificationEEG | —Unverified | 0 |
| MVGT: A Multi-view Graph Transformer Based on Spatial Relations for EEG Emotion Recognition | Jul 3, 2024 | EEGEEG Emotion Recognition | —Unverified | 0 |
| MV-PURE Spatial Filters with Application to EEG/MEG Source Reconstruction | Dec 8, 2017 | EEG | —Unverified | 0 |
| Natural brain-information interfaces: Recommending information by relevance inferred from human brain signals | Jul 12, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Naturalistic Music Decoding from EEG Data via Latent Diffusion Models | May 15, 2024 | channel selectionEEG | —Unverified | 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 |
| NEMAR: An open access data, tools, and compute resource operating on NeuroElectroMagnetic data | Mar 4, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neonatal EEG Interpretation and Decision Support Framework for Mobile Platforms | Jun 8, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neonatal seizure detection from raw multi-channel EEG using a fully convolutional architecture | May 28, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neonatal Seizure Detection using Convolutional Neural Networks | Sep 18, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Nested Deep Learning Model Towards A Foundation Model for Brain Signal Data | Oct 4, 2024 | Data IntegrationEEG | —Unverified | 0 |
| Neural Causal Discovery with Learnable Input Noise | May 1, 2019 | Causal DiscoveryEEG | —Unverified | 0 |
| Neural complexity -- Statistical-mechanical approach of human electroencephalograms | Mar 6, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neural Correlates of Face Familiarity Perception | Jul 31, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Neural decoding from stereotactic EEG: accounting for electrode variability across subjects | Nov 1, 2024 | Data IntegrationEEG | —Unverified | 0 |
| Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes | Apr 19, 2021 | BIG-bench Machine LearningEEG | —Unverified | 0 |