| Identification of Cognitive Workload during Surgical Tasks with Multimodal Deep Learning | Sep 12, 2022 | AnatomyEEG | —Unverified | 0 | 0 |
| Identification of Dynamic functional brain network states Through Tensor Decomposition | Oct 2, 2014 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Identification of Epileptic Spasms (ESES) Phases Using EEG Signals: A Vision Transformer Approach | Dec 17, 2024 | EEG | —Unverified | 0 | 0 |
| Identification of interictal epileptic networks from dense-EEG | Aug 17, 2016 | DiagnosticEEG | —Unverified | 0 | 0 |
| Identification of mental fatigue in language comprehension tasks based on EEG and deep learning | Apr 14, 2021 | ClassificationEEG | —Unverified | 0 | 0 |
| Identifying anatomical origins of coexisting oscillations in the cortical microcircuit | May 19, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Identifying Attention-Deficit/Hyperactivity Disorder through the electroencephalogram complexity | Mar 21, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Identifying epileptogenic abnormality by decomposing intracranial EEG and MEG power spectra | Oct 10, 2023 | EEG | —Unverified | 0 | 0 |
| Identifying Ketamine Responses in Treatment-Resistant Depression Using a Wearable Forehead EEG | Sep 18, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Identifying Stable Patterns over Time for Emotion Recognition from EEG | Jan 10, 2016 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Identifying trace alternant activity in neonatal EEG using an inter-burst detection approach | May 12, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System | Oct 16, 2024 | Domain AdaptationEEG | —Unverified | 0 | 0 |
| Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection | Dec 21, 2023 | Artifact DetectionEEG | —Unverified | 0 | 0 |
| A3E: Aligned and Augmented Adversarial Ensemble for Accurate, Robust and Privacy-Preserving EEG Decoding | Dec 16, 2024 | Adversarial RobustnessBrain Computer Interface | —Unverified | 0 | 0 |
| An Efficient Intelligent System for the Classification of Electroencephalography (EEG) Brain Signals using Nuclear Features for Human Cognitive Tasks | Apr 30, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Images from the Mind: BCI image evolution based on Rapid Serial Visual Presentation of polygon primitives | Jul 13, 2015 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Imagined Speech and Visual Imagery as Intuitive Paradigms for Brain-Computer Interfaces | Nov 14, 2024 | Brain Computer InterfaceEEG | —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 |
| Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis | Jun 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Impact of Nap on Performance in Different Working Memory Tasks Using EEG | Nov 15, 2023 | EEG | —Unverified | 0 | 0 |
| Impact of the reference choice on scalp EEG connectivity estimation | Jan 24, 2019 | Connectivity EstimationEEG | —Unverified | 0 | 0 |
| Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis | Mar 8, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Implementation of tools for lessening the influence of artifacts in EEG signal analysis | Nov 21, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| An Efficient Epileptic Seizure Detection Technique using Discrete Wavelet Transform and Machine Learning Classifiers | Sep 26, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Importance Weighting with a Adversarial Network for Large-Scale Sleep Staging | Jun 12, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| EEG Classification by factoring in Sensor Configuration | May 22, 2019 | ClassificationDiagnostic | —Unverified | 0 | 0 |
| Improved EEG Event Classification Using Differential Energy | Jan 3, 2018 | ClassificationEEG | —Unverified | 0 | 0 |
| Improved Explanatory Efficacy on Human Affect and Workload through Interactive Process in Artificial Intelligence | Dec 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Improved Motor Imagery Classification Using Adaptive Spatial Filters Based on Particle Swarm Optimization Algorithm | Oct 29, 2023 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Towards Linguistic Neural Representation Learning and Sentence Retrieval from Electroencephalogram Recordings | Aug 8, 2024 | EEGEeg Decoding | —Unverified | 0 | 0 |
| Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices | Jun 15, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Improvement of Resting-state EEG Analysis Process with Spectrum Weight-Voting based on LES | Jan 17, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 | 0 |
| Improving auditory attention decoding performance of linear and non-linear methods using state-space model | Apr 2, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Improving brain computer interface performance by data augmentation with conditional Deep Convolutional Generative Adversarial Networks | Jun 19, 2018 | Brain Computer InterfaceData Augmentation | —Unverified | 0 | 0 |
| Improving classification accuracy of feedforward neural networks for spiking neuromorphic chips | May 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Improving EEG based Continuous Speech Recognition | Nov 24, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Improving EEG based continuous speech recognition using GAN | May 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Improving EEG-based Emotion Recognition by Fusing Time-frequency And Spatial Representations | Mar 14, 2023 | EEGEEG Emotion Recognition | —Unverified | 0 | 0 |
| Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models | Jul 20, 2024 | Data AugmentationDenoising | —Unverified | 0 | 0 |
| Improving EEG Decoding via Clustering-based Multi-task Feature Learning | Dec 12, 2020 | Brain Computer InterfaceClustering | —Unverified | 0 | 0 |
| An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database | May 25, 2020 | channel selectionEEG | —Unverified | 0 | 0 |
| Improving J-divergence of brain connectivity states by graph Laplacian denoising | Dec 21, 2020 | Connectivity EstimationDenoising | —Unverified | 0 | 0 |
| Improving Legal Case Retrieval with Brain Signals | Mar 20, 2024 | EEGRetrieval | —Unverified | 0 | 0 |
| Continuous Silent Speech Recognition using EEG | Feb 6, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 | 0 |
| Improving Neonatal Care: An Active Dry-Contact Electrode-based Continuous EEG Monitoring System with Seizure Detection | Mar 30, 2025 | Deep LearningEEG | —Unverified | 0 | 0 |
| Improving P300 Speller performance by means of optimization and machine learning | Jul 13, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| Improving self-supervised pretraining models for epileptic seizure detection from EEG data | Jun 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Towards Natural Brain-Machine Interaction using Endogenous Potentials based on Deep Neural Networks | Jun 25, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Anchored-STFT and GNAA: An extension of STFT in conjunction with an adversarial data augmentation technique for the decoding of neural signals | Nov 30, 2020 | ClassificationData Augmentation | —Unverified | 0 | 0 |
| Improving the spectral resolution of fMRI signals through the temporal de-correlation approach | Sep 24, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |