| An Explainable Model for EEG Seizure Detection based on Connectivity Features | Sep 26, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Hierarchical Fuzzy System for an Advanced Driving Assistance System | Jun 2, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Adaptive Progressive Attention Graph Neural Network for EEG Emotion Recognition | Jan 24, 2025 | EEGEEG Emotion Recognition | —Unverified | 0 | 0 |
| BioSerenity-E1: a self-supervised EEG model for medical applications | Mar 13, 2025 | DiagnosticEEG | —Unverified | 0 | 0 |
| Biophysical aspects of neurocognitive modeling with long-term sustained temperature variations | Feb 2, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation | Oct 25, 2023 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Biomagnetic signals recorded during transcranial magnetic stimulation (TMS)-evoked peripheral muscular activity | Sep 25, 2019 | DiagnosticEEG | —Unverified | 0 | 0 |
| Bioelectrical brain activity can predict prosocial behavior | May 30, 2021 | Decision MakingEEG | —Unverified | 0 | 0 |
| A New Statistical Model of Electroencephalogram Noise Spectra for Real-time Brain-Computer Interfaces | Jul 24, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Binary Single-dimensional Convolutional Neural Network for Seizure Prediction | Jun 8, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Binary classification of multi-channel EEG records based on the ε-complexity of continuous vector functions | Oct 5, 2016 | Binary ClassificationClassification | —Unverified | 0 | 0 |
| A New Neuromorphic Computing Approach for Epileptic Seizure Prediction | Feb 25, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Binary and Multiclass Classifiers based on Multitaper Spectral Features for Epilepsy Detection | Apr 2, 2020 | ClassificationEEG | —Unverified | 0 | 0 |
| Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization | May 14, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Bi-LSTM neural network for EEG-based error detection in musicians' performance | Nov 19, 2024 | Activity RecognitionEEG | —Unverified | 0 | 0 |
| A new model for the implementation of positive and negative emotion recognition | May 1, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Adaptive neural network classifier for decoding MEG signals | May 28, 2018 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| A Change Dynamic Model for the Online Detection of Gradual Change | May 2, 2022 | Change DetectionEEG | —Unverified | 0 | 0 |
| Bidirectional Inference Networks: A Class of Deep Bayesian Networks for Health Profiling | Feb 6, 2019 | Computational EfficiencyEEG | —Unverified | 0 | 0 |
| BiCurNet: Pre-Movement EEG based Neural Decoder for Biceps Curl Trajectory Estimation | Jan 10, 2023 | DecoderEEG | —Unverified | 0 | 0 |
| A New Method for Epileptic Seizure Classification in EEG Using Adapted Wavelet Packets | May 12, 2018 | ClassificationEEG | —Unverified | 0 | 0 |
| Beyond the Signal: Medication State Effect on EEG-Based AI models for Parkinson's Disease | Mar 27, 2025 | EEG | —Unverified | 0 | 0 |
| Beyond Performance Scores: Directed Functional Connectivity as a Brain-Based Biomarker for Motor Skill Learning and Retention | Feb 20, 2025 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| An Evoked Potential-Guided Deep Learning Brain Representation For Visual Classification | Jun 27, 2020 | ClassificationEEG | —Unverified | 0 | 0 |
| A Generative Model to Synthesize EEG Data for Epileptic Seizure Prediction | Dec 1, 2020 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Beware of Overestimated Decoding Performance Arising from Temporal Autocorrelations in Electroencephalogram Signals | May 27, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series | Nov 11, 2021 | Decision MakingEEG | —Unverified | 0 | 0 |
| An Evaluation of the EEG alpha-to-theta and theta-to-alpha band Ratios as Indexes of Mental Workload | Feb 22, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Diagnosis of Parkinson's Disease Using EEG Signals and Machine Learning Techniques: A Comprehensive Study | Apr 30, 2024 | DiagnosticEEG | —Unverified | 0 | 0 |
| Diagnosing epilepsy using entropy measures and embedding parameters of EEG signals | Jan 14, 2024 | EEG | —Unverified | 0 | 0 |
| Diagnosing Bipolar Disorder from 3-D Structural Magnetic Resonance Images Using a Hybrid GAN-CNN Method | Oct 11, 2023 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Benchmarking Uncertainty Quantification on Biosignal Classification Tasks under Dataset Shift | Dec 16, 2021 | BenchmarkingClassification | —Unverified | 0 | 0 |
| A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity | Apr 25, 2025 | EEG | —Unverified | 0 | 0 |
| A Generalised Seizure Prediction with Convolutional Neural Networks for Intracranial and Scalp Electroencephalogram Data Analysis | Jul 6, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| DGSD: Dynamical Graph Self-Distillation for EEG-Based Auditory Spatial Attention Detection | Sep 7, 2023 | EEG | —Unverified | 0 | 0 |
| DGAFF: Deep Genetic Algorithm Fitness Formation for EEG Bio-Signal Channel Selection | Feb 21, 2022 | Brain Computer Interfacechannel selection | —Unverified | 0 | 0 |
| Differences in MEG and EEG power-law scaling explained by a coupling between spatial coherence and frequency: a simulation study | Oct 24, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Differences in Neurovascular Coupling in Patients with Major Depressive Disorder: Evidence from Simultaneous Resting-State EEG-fNIRS | Jun 13, 2025 | EEG | —Unverified | 0 | 0 |
| Different Algorithms (Might) Uncover Different Patterns: A Brain-Age Prediction Case Study | Feb 8, 2024 | EEG | —Unverified | 0 | 0 |
| Differential EEG Characteristics during Working Memory Encoding and Re-encoding | Dec 13, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Differentially Private Multimodal Laplacian Dropout (DP-MLD) for EEG Representative Learning | Sep 20, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Difficulties applying recent blind source separation techniques to EEG and MEG | Jan 21, 2015 | blind source separationEEG | —Unverified | 0 | 0 |
| Dimensionality reduction for time series data | Jun 14, 2014 | Dimensionality ReductionEEG | —Unverified | 0 | 0 |
| Benchmarking real-time algorithms for in-phase auditory stimulation of low amplitude slow waves with wearable EEG devices during sleep | Mar 4, 2022 | BenchmarkingComputational Efficiency | —Unverified | 0 | 0 |
| Diminished circadian and ultradian rhythms of human brain activity in pathological tissue in vivo | Sep 13, 2023 | EEGRhythm | —Unverified | 0 | 0 |
| Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data | Oct 31, 2023 | Causal DiscoveryEEG | —Unverified | 0 | 0 |
| DF-SSmVEP: Dual Frequency Aggregated Steady-State Motion Visual Evoked Potential Design with Bifold Canonical Correlation Analysis | Jan 2, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Directional and Causal Information Flow in EEG for Assessing Perceived Audio Quality | Feb 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Benchmarking Domain Generalization on EEG-based Emotion Recognition | Apr 18, 2022 | BenchmarkingDomain Adaptation | —Unverified | 0 | 0 |
| A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection | Jun 1, 2022 | Brain Computer InterfaceData Visualization | —Unverified | 0 | 0 |