| Image-based Data Representations of Time Series: A Comparative Analysis in EEG Artifact Detection | Dec 21, 2023 | Artifact DetectionEEG | —Unverified | 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 |
| Imagined Speech and Visual Imagery as Intuitive Paradigms for Brain-Computer Interfaces | Nov 14, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Imaging the time series of one single referenced EEG electrode for Epileptic Seizures Risk Analysis | Jun 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Impact of Nap on Performance in Different Working Memory Tasks Using EEG | Nov 15, 2023 | EEG | —Unverified | 0 |
| Impact of the reference choice on scalp EEG connectivity estimation | Jan 24, 2019 | Connectivity EstimationEEG | —Unverified | 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 |
| Implementation of tools for lessening the influence of artifacts in EEG signal analysis | Nov 21, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Importance Weighting with a Adversarial Network for Large-Scale Sleep Staging | Jun 12, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EEG Classification by factoring in Sensor Configuration | May 22, 2019 | ClassificationDiagnostic | —Unverified | 0 |
| Improved EEG Event Classification Using Differential Energy | Jan 3, 2018 | ClassificationEEG | —Unverified | 0 |
| Improved Explanatory Efficacy on Human Affect and Workload through Interactive Process in Artificial Intelligence | Dec 13, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Improved Motor Imagery Classification Using Adaptive Spatial Filters Based on Particle Swarm Optimization Algorithm | Oct 29, 2023 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Improvement of Resting-state EEG Analysis Process with Spectrum Weight-Voting based on LES | Jan 17, 2018 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Improving auditory attention decoding performance of linear and non-linear methods using state-space model | Apr 2, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 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 |
| Improving classification accuracy of feedforward neural networks for spiking neuromorphic chips | May 19, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Improving EEG based Continuous Speech Recognition | Nov 24, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Improving EEG based continuous speech recognition using GAN | May 29, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Improving EEG-based Emotion Recognition by Fusing Time-frequency And Spatial Representations | Mar 14, 2023 | EEGEEG Emotion Recognition | —Unverified | 0 |
| Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models | Jul 20, 2024 | Data AugmentationDenoising | —Unverified | 0 |
| Improving EEG Decoding via Clustering-based Multi-task Feature Learning | Dec 12, 2020 | Brain Computer InterfaceClustering | —Unverified | 0 |
| Improving J-divergence of brain connectivity states by graph Laplacian denoising | Dec 21, 2020 | Connectivity EstimationDenoising | —Unverified | 0 |
| Improving Legal Case Retrieval with Brain Signals | Mar 20, 2024 | EEGRetrieval | —Unverified | 0 |
| Improving Neonatal Care: An Active Dry-Contact Electrode-based Continuous EEG Monitoring System with Seizure Detection | Mar 30, 2025 | Deep LearningEEG | —Unverified | 0 |
| Improving P300 Speller performance by means of optimization and machine learning | Jul 13, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Improving self-supervised pretraining models for epileptic seizure detection from EEG data | Jun 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 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 |
| Improving the spectral resolution of fMRI signals through the temporal de-correlation approach | Sep 24, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Incomplete resection of the icEEG seizure onset zone is not associated with post-surgical outcomes | Nov 24, 2023 | EEG | —Unverified | 0 |
| Neural modulation enhancement using connectivity-based EEG neurofeedback with simultaneous fMRI for emotion regulation | Apr 3, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Increasing the Detectability of Phase-Amplitude Coupling | Oct 10, 2019 | DiagnosticEEG | —Unverified | 0 |
| Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response | Oct 19, 2024 | EEGEeg Decoding | —Unverified | 0 |
| Individual Recognition in Schizophrenia using Deep Learning Methods with Random Forest and Voting Classifiers: Insights from Resting State EEG Streams | Jun 20, 2017 | ClassificationDeep Learning | —Unverified | 0 |
| Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI | Jan 21, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Inferring latent neural sources via deep transcoding of simultaneously acquired EEG and fMRI | Nov 27, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| InfoFlowNet: A Multi-head Attention-based Self-supervised Learning Model with Surrogate Approach for Uncovering Brain Effective Connectivity | Nov 30, 2023 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Information dynamics of in\; silico EEG Brain Waves: Insights into oscillations and functions | Nov 23, 2023 | EEGRhythm | —Unverified | 0 |
| Information Theoretic Feature Transformation Learning for Brain Interfaces | Mar 28, 2019 | Brain Computer InterfaceDimensionality Reduction | —Unverified | 0 |
| Inner speech recognition through electroencephalographic signals | Oct 11, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Insights into Age-Related Functional Brain Changes during Audiovisual Integration Tasks: A Comprehensive EEG Source-Based Analysis | Nov 27, 2023 | EEGFunctional Connectivity | —Unverified | 0 |
| Insights into Schizophrenia: Leveraging Machine Learning for Early Identification via EEG, ERP, and Demographic Attributes | Mar 6, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations | Feb 9, 2024 | EEGfeature selection | —Unverified | 0 |
| Integrating Artificial Intelligence with Real-time Intracranial EEG Monitoring to Automate Interictal Identification of Seizure Onset Zones in Focal Epilepsy | Dec 15, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces | Feb 26, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Integrating Language-Image Prior into EEG Decoding for Cross-Task Zero-Calibration RSVP-BCI | Jan 6, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Integration of Simultaneous Resting-State Electroencephalography, Functional Magnetic Resonance Imaging, and Eye-Tracker Methods to Determine and Verify Electroencephalography Vigilance Measure | Dec 10, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Intelligent analysis of EEG signals to assess consumer decisions: A Study on Neuromarketing | May 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Interactive Web Application for Exploring Matrices of Neural Connectivity | Feb 21, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Inter-brain substrates of role switching during mother-child interaction | Mar 8, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |