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| EEG classifier cross-task transfer to avoid training sessions in robot-assisted rehabilitation | Feb 26, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Detection of epileptic seizure in EEG signals using linear least squares preprocessing | Apr 27, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-connectivity: A fundamental guide and checklist for optimal study design and evaluation | Aug 31, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia | Nov 23, 2023 | DenoisingEEG | —Unverified | 0 | 0 |
| BELT-2: Bootstrapping EEG-to-Language representation alignment for multi-task brain decoding | Aug 28, 2024 | Brain DecodingEEG | —Unverified | 0 | 0 |
| EEG Cortical Source Feature based Hand Kinematics Decoding using Residual CNN-LSTM Neural Network | Apr 13, 2023 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Novel Epileptic Seizure Detection Techniques and their Empirical Analysis | Feb 17, 2023 | Dimensionality ReductionEEG | —Unverified | 0 | 0 |
| EEG Decoding for Datasets with Heterogenous Electrode Configurations using Transfer Learning Graph Neural Networks | Jun 20, 2023 | Brain Computer InterfaceDomain Adaptation | —Unverified | 0 | 0 |
| EEG decoding with conditional identification information | Mar 21, 2024 | EEGEeg Decoding | —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 |
| 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 |
| 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 |
| Detecting Information Relays in Deep Neural Networks | Jan 3, 2023 | 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 |
| BCI-Walls: A robust methodology to predict success or failure in brain computer interfaces | Oct 30, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An End-to-End Deep Learning Approach for Epileptic Seizure Prediction | Aug 17, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-EMG FAConformer: Frequency Aware Conv-Transformer for the fusion of EEG and EMG | Sep 12, 2024 | EEGElectromyography (EMG) | —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 |
| Adaptive Gaussian Fuzzy Classifier for Real-Time Emotion Recognition in Computer Games | Mar 5, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| A Cellular Automaton Model for the generation of Brainwaves | Mar 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-estimated functional connectivity, and not behavior, differentiates Parkinson's patients from health controls during the Simon conflict task | Oct 9, 2024 | EEGFunctional Connectivity | —Unverified | 0 | 0 |
| CATD: Unified Representation Learning for EEG-to-fMRI Cross-Modal Generation | Jul 16, 2024 | Activity PredictionDiagnostic | —Unverified | 0 | 0 |
| Emotion Classification in Response to Tactile Enhanced Multimedia using Frequency Domain Features of Brain Signals | May 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Detecting Epileptic Seizures from EEG Data using Neural Networks | Dec 19, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-Fest: Few-shot based Attention Network for Driver's Vigilance Estimation with EEG Signals | Nov 7, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG fingerprinting: subject specific signature based on the aperiodic component of power spectrum | Jan 26, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Detecting Driver's Distraction using Long-term Recurrent Convolutional Network | Apr 14, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| EEG for fatigue monitoring | Jan 28, 2024 | EEGSensitivity | —Unverified | 0 | 0 |
| EEGFormer: Towards Transferable and Interpretable Large-Scale EEG Foundation Model | Jan 11, 2024 | Anomaly DetectionEEG | —Unverified | 0 | 0 |
| EEG Foundation Challenge: From Cross-Task to Cross-Subject EEG Decoding | Jun 23, 2025 | EEGEeg Decoding | —Unverified | 0 | 0 |
| EEG Foundation Models for BCI Learn Diverse Features of Electrophysiology | Jun 2, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| BCI learning induces core-periphery reorganization in M/EEG multiplex brain networks | Oct 26, 2020 | Decision MakingEEG | —Unverified | 0 | 0 |
| EEGFuseNet: Hybrid Unsupervised Deep Feature Characterization and Fusion for High-Dimensional EEG with An Application to Emotion Recognition | Feb 7, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Detecting and Tracking The Real-time Hot Topics: A Study on Computational Neuroscience | Aug 19, 2016 | ArticlesEEG | —Unverified | 0 | 0 |
| Design of BCCWJ-EEG: Balanced Corpus with Human Electroencephalography | May 1, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Bayesian Topological Learning for Brain State Classification | Dec 18, 2019 | ClassificationEEG | —Unverified | 0 | 0 |
| Designing Pre-training Datasets from Unlabeled Data for EEG Classification with Transformers | Sep 23, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Design and Implementation of Butterworth, Chebyshev-I and Elliptic Filter for Speech Signal Analysis | Feb 8, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG-GPT: Exploring Capabilities of Large Language Models for EEG Classification and Interpretation | Jan 31, 2024 | EEGFew-Shot Learning | —Unverified | 0 | 0 |
| Bayesian Nonparametric Models for Synchronous Brain-Computer Interfaces | Dec 27, 2016 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Depression Diagnosis and Drug Response Prediction via Recurrent Neural Networks and Transformers Utilizing EEG Signals | Mar 9, 2023 | Drug Response PredictionEEG | —Unverified | 0 | 0 |
| Depression Detection using Resting State Three-channel EEG Signal | Feb 27, 2020 | Depression DetectionEEG | —Unverified | 0 | 0 |
| Bayesian multi--dipole localization and uncertainty quantification from simultaneous EEG and MEG recordings | Jun 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG in the classroom: Synchronised neural recordings during video presentation | Dec 27, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An Empirical Investigation of Reconstruction-Based Models for Seizure Prediction from ECG Signals | Apr 11, 2025 | EEGPrediction | —Unverified | 0 | 0 |
| EEG-Language Modeling for Pathology Detection | Sep 2, 2024 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| Denoising Time Series Data Using Asymmetric Generative Adversarial Networks | Jun 17, 2018 | DenoisingEEG | —Unverified | 0 | 0 |