| Detection of Epileptic Seizures on EEG Signals Using ANFIS Classifier, Autoencoders and Fuzzy Entropies | Sep 6, 2021 | DiagnosticDimensionality Reduction | —Unverified | 0 | 0 |
| EEG2TEXT-CN: An Exploratory Study of Open-Vocabulary Chinese Text-EEG Alignment via Large Language Model and Contrastive Learning on ChineseEEG | Jun 1, 2025 | Contrastive LearningDecoder | —Unverified | 0 | 0 |
| EEG2TEXT: Open Vocabulary EEG-to-Text Decoding with EEG Pre-Training and Multi-View Transformer | May 3, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| EEG2Vec: Learning Affective EEG Representations via Variational Autoencoders | Jul 16, 2022 | Edge-computingEEG | —Unverified | 0 | 0 |
| Detection of epileptic seizure in EEG signals using linear least squares preprocessing | Apr 27, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding | Aug 28, 2024 | Brain DecodingEEG | —Unverified | 0 | 0 |
| Novel Epileptic Seizure Detection Techniques and their Empirical Analysis | Feb 17, 2023 | Dimensionality ReductionEEG | —Unverified | 0 | 0 |
| EEG and EMG dataset for the detection of errors introduced by an active orthosis device | May 19, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Detecting single-trial EEG evoked potential using a wavelet domain linear mixed model: application to error potentials classification | Jun 25, 2015 | Binary ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| EEG-assisted Modulation of Sound Sources in the Auditory Scene | Nov 28, 2017 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| EEG-based 90-Degree Turn Intention Detection for Brain-Computer Interface | Oct 15, 2024 | Brain Computer InterfaceDimensionality Reduction | —Unverified | 0 | 0 |
| EEG-based AI-BCI Wheelchair Advancement: A Brain-Computer Interfacing Wheelchair System Using Deep Learning Approach | Oct 13, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| EEG-Based Brain-Computer Interaction: Improved Accuracy by Automatic Single-Trial Error Detection | Dec 1, 2007 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-Based Brain-Computer Interfaces Are Vulnerable to Backdoor Attacks | Oct 30, 2020 | Backdoor AttackBIG-bench Machine Learning | —Unverified | 0 | 0 |
| EEG-based Brain-Computer Interfaces (BCIs): A Survey of Recent Studies on Signal Sensing Technologies and Computational Intelligence Approaches and their Applications | Jan 28, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| EEG-based Classification of Drivers Attention using Convolutional Neural Network | Aug 23, 2021 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| EEG-based Cognitive Load Classification using Feature Masked Autoencoding and Emotion Transfer Learning | Aug 1, 2023 | ClassificationDecision Making | —Unverified | 0 | 0 |
| EEG-based Communication with a Predictive Text Algorithm | Dec 14, 2018 | Decision MakingEEG | —Unverified | 0 | 0 |
| EEG based Continuous Speech Recognition using Transformers | Dec 31, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| An end-to-end (deep) neural network applied to raw EEG, fNIRs and body motion data for data fusion and BCI classification task without any pre-/post-processing | Jul 17, 2019 | Action DetectionActivity Recognition | —Unverified | 0 | 0 |
| Detecting Post-Stroke Aphasia Via Brain Responses to Speech in a Deep Learning Framework | Jan 17, 2024 | EEG | —Unverified | 0 | 0 |
| EEG-Based Decoding of Sound Location: Comparing Free-Field to Headphone-Based Non-Individual HRTFs | Mar 13, 2025 | EEGSound Source Localization | —Unverified | 0 | 0 |
| EEG Based Decoding of the Perception and Regulation of Taboo Words | Oct 25, 2024 | EEGERP | —Unverified | 0 | 0 |
| EEG-based Dementia Classification Using CS-EMD Synchrony Features and Quantum Machine Learning | Mar 5, 2024 | EEGQuantum Machine Learning | —Unverified | 0 | 0 |
| EEG-Based Driver Drowsiness Estimation Using Feature Weighted Episodic Training | Sep 25, 2019 | Domain GeneralizationEEG | —Unverified | 0 | 0 |
| EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning | Jan 8, 2020 | Brain Computer InterfaceDeep Reinforcement Learning | —Unverified | 0 | 0 |
| EEG based Emotion Recognition: A Tutorial and Review | Mar 16, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG based Emotion Recognition of Image Stimuli | Sep 11, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Detecting post-stroke aphasia using EEG-based neural envelope tracking of natural speech | Mar 14, 2023 | DiagnosticEEG | —Unverified | 0 | 0 |
| BDAN: Mitigating Temporal Difference Across Electrodes in Cross-Subject Motor Imagery Classification via Generative Bridging Domain | Apr 16, 2024 | Domain AdaptationEEG | —Unverified | 0 | 0 |
| EEG-based Emotion Recognition via Efficient Convolutional Neural Network and Contrastive Learning | Sep 2, 2022 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| EEG Based Emotion Sensing using convolutional neural networks | Jan 6, 2022 | Deep LearningEEG | —Unverified | 0 | 0 |
| Detecting Information Relays in Deep Neural Networks | Jan 3, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-Based Epileptic Seizure Prediction Using Temporal Multi-Channel Transformers | Sep 18, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Detecting gamma-band responses to the speech envelope for the ICASSP 2024 Auditory EEG Decoding Signal Processing Grand Challenge | Jan 30, 2024 | DecoderEEG | —Unverified | 0 | 0 |
| EEG-based Image Feature Extraction for Visual Classification using Deep Learning | Sep 27, 2022 | Decision MakingDeep Learning | —Unverified | 0 | 0 |
| BCI-Walls: A robust methodology to predict success or failure in brain computer interfaces | Oct 30, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters | Dec 8, 2024 | Domain AdaptationEEG | —Unverified | 0 | 0 |
| EEG-based Multimodal Representation Learning for Emotion Recognition | Oct 29, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-Based Reaction Time Prediction with Fuzzy Common Spatial Patterns and Phase Cohesion using Deep Autoencoder Based Data Fusion | Dec 1, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-based Sleep Staging with Hybrid Attention | May 16, 2023 | EEGEEG based sleep staging | —Unverified | 0 | 0 |
| EEG-Based Speech Decoding: A Novel Approach Using Multi-Kernel Ensemble Diffusion Models | Nov 14, 2024 | Brain Computer InterfaceDenoising | —Unverified | 0 | 0 |
| EEG based stress analysis using rhythm specific spectral feature for video gameplay | Sep 27, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-based Subjects Identification based on Biometrics of Imagined Speech using EMD | Sep 13, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-based Texture Roughness Classification in Active Tactile Exploration with Invariant Representation Learning Networks | Feb 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-Based User Reaction Time Estimation Using Riemannian Geometry Features | Apr 27, 2017 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| An End-to-End Deep Learning Approach for Epileptic Seizure Prediction | Aug 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-BBNet: a Hybrid Framework for Brain Biometric using Graph Connectivity | Aug 17, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| EEG changes and motor deficits in Parkinson's disease patients: Correlation of motor scales and EEG power bands | Jun 4, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A framework to reconcile frequency scaling measurements, from intracellular recordings, local-field potentials, up to EEG and MEG signals | Nov 30, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |