| Lehmer Transform and its Theoretical Properties | May 13, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| LETS-GZSL: A Latent Embedding Model for Time Series Generalized Zero Shot Learning | Jul 25, 2022 | AttributeEEG | —Unverified | 0 |
| Leveraging Hyperscanning EEG and VR Omnidirectional Treadmill to Explore Inter-Brain Synchrony in Collaborative Spatial Navigation | Jun 10, 2024 | EEG | —Unverified | 0 |
| Leveraging sinusoidal representation networks to predict fMRI signals from EEG | Nov 6, 2023 | EEGFeature Engineering | —Unverified | 0 |
| Leveraging Transfer Learning and User-Specific Updates for Rapid Training of BCI Decoders | Jun 17, 2025 | DecoderEEG | —Unverified | 0 |
| LGL-BCI: A Lightweight Geometric Learning Framework for Motor Imagery-Based Brain-Computer Interfaces | Oct 12, 2023 | channel selectionEEG | —Unverified | 0 |
| LG-Sleep: Local and Global Temporal Dependencies for Mice Sleep Scoring | Dec 19, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG | Jan 24, 2024 | Domain AdaptationEEG | —Unverified | 0 |
| Light-Weight 1-D Convolutional Neural Network Architecture for Mental Task Identification and Classification Based on Single-Channel EEG | Dec 12, 2020 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Lightweight Convolution Transformer for Cross-patient Seizure Detection in Multi-channel EEG Signals | May 7, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Limited but consistent gains in adversarial robustness by co-training object recognition models with human EEG | Sep 5, 2024 | Adversarial RobustnessEEG | —Unverified | 0 |
| Linear stimulus reconstruction works on the KU Leuven audiovisual, gaze-controlled auditory attention decoding dataset | Dec 2, 2024 | EEG | —Unverified | 0 |
| Linking Attention-Based Multiscale CNN With Dynamical GCN for Driving Fatigue Detection | Dec 26, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| LLMs Help Alleviate the Cross-Subject Variability in Brain Signal and Language Alignment | Jan 5, 2025 | DenoisingEEG | —Unverified | 0 |
| Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain | Aug 15, 2024 | EEGTime Series | —Unverified | 0 |
| Locally temporal-spatial pattern learning with graph attention mechanism for EEG-based emotion recognition | Aug 19, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Local Model Feature Transformations | Apr 13, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Locked in Syndrome Machine Learning Classification using Sentence Comprehension EEG Data | Jun 17, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Long-term changes in functional connectivity predict responses to intracranial stimulation of the human brain | May 6, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Low-dimensional representation of brain networks for seizure risk forecasting | May 1, 2025 | EEGRobust classification | —Unverified | 0 |
| Low Latency Real-Time Seizure Detection Using Transfer Deep Learning | Feb 16, 2022 | CPUDeep Learning | —Unverified | 0 |
| Low-Rank + Sparse Decomposition (LR+SD) for EEG Artifact Removal | Oct 31, 2024 | EEGEEG Artifact Removal | —Unverified | 0 |
| M2LADS Demo: A System for Generating Multimodal Learning Analytics Dashboards | Feb 21, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Machine Learning Applications on Neuroimaging for Diagnosis and Prognosis of Epilepsy: A Review | Feb 5, 2021 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Machine Learning Approaches for Detecting the Depression from Resting-State Electroencephalogram (EEG): A Review Study | Sep 6, 2019 | BIG-bench Machine LearningDepression Detection | —Unverified | 0 |
| Machine learning approaches in Detecting the Depression from Resting-state Electroencephalogram (EEG): A Review Study | Mar 26, 2019 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Machine Learning-Based Detection of Parkinson's Disease From Resting-State EEG: A Multi-Center Study | Mar 2, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Machine Learning-based EEG Applications and Markets | Aug 10, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Machine Learning Fairness for Depression Detection using EEG Data | Jan 30, 2025 | Depression DetectionEEG | —Unverified | 0 |
| Machine Learning For Classification Of Antithetical Emotional States | Sep 6, 2022 | ClassificationEEG | —Unverified | 0 |
| Machine Learning for Motor Learning: EEG-based Continuous Assessment of Cognitive Engagement for Adaptive Rehabilitation Robots | Feb 18, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Machine Learning for Predicting Epileptic Seizures Using EEG Signals: A Review | Feb 4, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Machine Learning for removing EEG artifacts: Setting the benchmark | Mar 19, 2019 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Toward cross-subject and cross-session generalization in EEG-based emotion recognition: Systematic review, taxonomy, and methods | Dec 16, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Machine learning techniques for the Schizophrenia diagnosis: A comprehensive review and future research directions | Jan 16, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Machine learning with electroencephalography features for precise diagnosis of depression subtypes | Aug 29, 2019 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Machine learning without a feature set for detecting bursts in the EEG of preterm infants | Jul 16, 2019 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| MAEEG: Masked Auto-encoder for EEG Representation Learning | Oct 27, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography | Dec 20, 2024 | EEGElectrocardiography (ECG) | —Unverified | 0 |
| Mapping EEG Signals to Visual Stimuli: A Deep Learning Approach to Match vs. Mismatch Classification | Sep 8, 2023 | EEGVideo Reconstruction | —Unverified | 0 |
| Markov Chain-Guided Graph Construction and Sampling Depth Optimization for EEG-Based Mental Disorder Detection | Sep 18, 2023 | EEGgraph construction | —Unverified | 0 |
| Maximum Covariance Unfolding : Manifold Learning for Bimodal Data | Dec 1, 2011 | Cross-Modal RetrievalDimensionality Reduction | —Unverified | 0 |
| MBrain: A Multi-channel Self-Supervised Learning Framework for Brain Signals | Jun 15, 2023 | EEGSeizure Detection | —Unverified | 0 |
| M3D: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition | Apr 24, 2024 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Measuring Consciousness | Feb 27, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| MEMD-HHT based Emotion Detection from EEG using 3D CNN | Jun 2, 2022 | Binary ClassificationEEG | —Unverified | 0 |
| Memories in the Making: Predicting Video Memorability with Encoding Phase EEG | Aug 16, 2023 | EEG | —Unverified | 0 |
| Mental arithmetic task classification with convolutional neural network based on spectral-temporal features from EEG | Sep 26, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Mental Fatigue Monitoring using Brain Dynamics Preferences | May 1, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Intentional binding enhances hybrid BCI control | Sep 21, 2023 | EEGMotor Imagery | —Unverified | 0 |