| Fusing Pretrained ViTs with TCNet for Enhanced EEG Regression | Apr 2, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Fusion of EEG and Musical Features in Continuous Music-emotion Recognition | Nov 30, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Fuzzy temporal convolutional neural networks in P300-based Brain-computer interface for smart home interaction | Apr 9, 2022 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Genetic algorithm for feature selection of EEG heterogeneous data | Mar 12, 2021 | BenchmarkingEEG | —Unverified | 0 | 0 |
| Gamma band oscillations reflect sensory and affective dimensions of pain | Feb 15, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| GANSER: A Self-supervised Data Augmentation Framework for EEG-based Emotion Recognition | Sep 7, 2021 | Data AugmentationEEG | —Unverified | 0 | 0 |
| GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG | Jun 12, 2024 | EEGSpecificity | —Unverified | 0 | 0 |
| Gated Recurrent Networks for Seizure Detection | Jan 3, 2018 | EEGElectroencephalogram (EEG) | —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 |
| Towards Brain-Computer Interfaces for Drone Swarm Control | Feb 3, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Toward Scalable Access to Neurodevelopmental Screening: Insights, Implementation, and Challenges | Mar 3, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A New Neuromorphic Computing Approach for Epileptic Seizure Prediction | Feb 25, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Generating EEG features from Acoustic features | Feb 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Generating Ten BCI Commands Using Four Simple Motor Imageries | May 30, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Generating Visual Stimuli from EEG Recordings using Transformer-encoder based EEG encoder and GAN | Feb 15, 2024 | Brain DecodingEEG | —Unverified | 0 | 0 |
| Generative Adversarial Networks Conditioned by Brain Signals | Oct 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Generative Autoencoder Kernels on Deep Learning for Brain Activity Analysis | Jan 21, 2021 | Deep LearningEEG | —Unverified | 0 | 0 |
| Geodesic Optimization for Predictive Shift Adaptation on EEG data | Jul 4, 2024 | Domain AdaptationEEG | —Unverified | 0 | 0 |
| Geometric feature performance under downsampling for EEG classification tasks | Feb 15, 2021 | BenchmarkingClassification | —Unverified | 0 | 0 |
| Geometric Machine Learning on EEG Signals | Feb 7, 2025 | DenoisingDimensionality Reduction | —Unverified | 0 | 0 |
| Towards Deep Learning-Based EEG Electrode Detection Using Automatically Generated Labels | Aug 12, 2019 | Deep LearningEEG | —Unverified | 0 | 0 |
| Geometry-Constrained EEG Channel Selection for Brain-Assisted Speech Enhancement | Sep 19, 2024 | channel selectionEEG | —Unverified | 0 | 0 |
| GET: A Generative EEG Transformer for Continuous Context-Based Neural Signals | Jun 5, 2024 | Brain Computer InterfaceData Augmentation | —Unverified | 0 | 0 |
| Getting More from Less: Transfer Learning Improves Sleep Stage Decoding Accuracy in Peripheral Wearable Devices | May 31, 2025 | EEGSelf-Supervised Learning | —Unverified | 0 | 0 |
| Global dynamics of neural mass models | Jun 30, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A new model for the implementation of positive and negative emotion recognition | May 1, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A New Method for Epileptic Seizure Classification in EEG Using Adapted Wavelet Packets | May 12, 2018 | ClassificationEEG | —Unverified | 0 | 0 |
| Grading the severity of hypoxic-ischemic encephalopathy in newborn EEG using a convolutional neural network | May 12, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Gradual Relation Network: Decoding Intuitive Upper Extremity Movement Imaginations Based on Few-Shot EEG Learning | May 6, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Grammaticality illusion or ambiguous interpretation? Event-related potentials reveal the nature of the missing-NP effect in Mandarin centre-embedded structures | Feb 17, 2024 | EEG | —Unverified | 0 | 0 |
| Granger Causality in Multi-variate Time Series using a Time Ordered Restricted Vector Autoregressive Model | Nov 11, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Towards Deep Modeling of Music Semantics using EEG Regularizers | Dec 14, 2017 | Cross-Modal RetrievalEEG | —Unverified | 0 | 0 |
| Graph Adapter of EEG Foundation Models for Parameter Efficient Fine Tuning | Nov 25, 2024 | Anomaly DetectionEEG | —Unverified | 0 | 0 |
| Graph-Based Deep Learning on Stereo EEG for Predicting Seizure Freedom in Epilepsy Patients | Feb 21, 2025 | Deep LearningEEG | —Unverified | 0 | 0 |
| Graph Convolutional Network with Connectivity Uncertainty for EEG-based Emotion Recognition | Oct 22, 2023 | EEGEmotion Recognition | —Unverified | 0 | 0 |
| A Cellular Automaton Model for the generation of Brainwaves | Mar 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| GEFM: Graph-Enhanced EEG Foundation Model | Nov 29, 2024 | EEGmodel | —Unverified | 0 | 0 |
| Graph Neural Network-based EEG Classification: A Survey | Oct 3, 2023 | ClassificationEEG | —Unverified | 0 | 0 |
| Graph Neural Networks in EEG-based Emotion Recognition: A Survey | Feb 2, 2024 | EEGEmotion Recognition | —Unverified | 0 | 0 |
| An Evoked Potential-Guided Deep Learning Brain Representation For Visual Classification | Jun 27, 2020 | ClassificationEEG | —Unverified | 0 | 0 |
| Graph Neural Networks Uncover Geometric Neural Representations in Reinforcement-Based Motor Learning | Oct 31, 2024 | EEGExperimental Design | —Unverified | 0 | 0 |
| Towards Early Diagnosis of Epilepsy from EEG Data | Jun 11, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Graph Structure Based Data Augmentation Method | May 29, 2022 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Grasp-and-Lift Detection from EEG Signal Using Convolutional Neural Network | Feb 12, 2022 | DenoisingEEG | —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 |
| Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG | Apr 28, 2021 | DiagnosticDomain Adaptation | —Unverified | 0 | 0 |
| Group level MEG/EEG source imaging via optimal transport: minimum Wasserstein estimates | Feb 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Neuro-Dynamic Mathematical Model of Dream Formation and Spontaneous Cognitive Activity | Apr 25, 2025 | EEG | —Unverified | 0 | 0 |
| HDTorch: Accelerating Hyperdimensional Computing with GP-GPUs for Design Space Exploration | Jun 9, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Head-related Impulse Response Cues for Spatial Auditory Brain-computer Interface | Jun 14, 2015 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |