| An EEG study of creativity in expert classical musicians | Dec 18, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Incomplete resection of the icEEG seizure onset zone is not associated with post-surgical outcomes | Nov 24, 2023 | EEG | —Unverified | 0 | 0 |
| Neural modulation enhancement using connectivity-based EEG neurofeedback with simultaneous fMRI for emotion regulation | Apr 3, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Increasing the Detectability of Phase-Amplitude Coupling | Oct 10, 2019 | DiagnosticEEG | —Unverified | 0 | 0 |
| Independent Feature Enhanced Crossmodal Fusion for Match-Mismatch Classification of Speech Stimulus and EEG Response | Oct 19, 2024 | EEGEeg Decoding | —Unverified | 0 | 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 | 0 |
| Inferring Brain Dynamics via Multimodal Joint Graph Representation EEG-fMRI | Jan 21, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Inferring latent neural sources via deep transcoding of simultaneously acquired EEG and fMRI | Nov 27, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 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 | 0 |
| Information dynamics of in\; silico EEG Brain Waves: Insights into oscillations and functions | Nov 23, 2023 | EEGRhythm | —Unverified | 0 | 0 |
| Information Theoretic Feature Transformation Learning for Brain Interfaces | Mar 28, 2019 | Brain Computer InterfaceDimensionality Reduction | —Unverified | 0 | 0 |
| Towards Neural Foundation Models for Vision: Aligning EEG, MEG, and fMRI Representations for Decoding, Encoding, and Modality Conversion | Nov 14, 2024 | Contrastive LearningEEG | —Unverified | 0 | 0 |
| Inner speech recognition through electroencephalographic signals | Oct 11, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 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 | 0 |
| Insights into Schizophrenia: Leveraging Machine Learning for Early Identification via EEG, ERP, and Demographic Attributes | Mar 6, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations | Feb 9, 2024 | EEGfeature selection | —Unverified | 0 | 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 | 0 |
| Integrating Biological and Machine Intelligence: Attention Mechanisms in Brain-Computer Interfaces | Feb 26, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Integrating Language-Image Prior into EEG Decoding for Cross-Task Zero-Calibration RSVP-BCI | Jan 6, 2025 | Brain Computer InterfaceEEG | —Unverified | 0 | 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 | 0 |
| Intelligent analysis of EEG signals to assess consumer decisions: A Study on Neuromarketing | May 29, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Interactive Web Application for Exploring Matrices of Neural Connectivity | Feb 21, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Inter-brain substrates of role switching during mother-child interaction | Mar 8, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Interictal MEG abnormalities to guide intracranial electrode implantation and predict surgical outcome | Apr 11, 2023 | EEG | —Unverified | 0 | 0 |
| Interoception Underlies The Therapeutic Effects of Mindfulness Meditation for Post-Traumatic Stress Disorder: A Randomized Clinical Trial | Oct 12, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns | Jan 6, 2024 | EEGTriplet | —Unverified | 0 | 0 |
| An EEG Channel Selection Framework for Driver Drowsiness Detection via Interpretability Guidance | Apr 26, 2023 | channel selectionEEG | —Unverified | 0 | 0 |
| Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes | Jan 15, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery Classification | Dec 14, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Interpretable Deep Neural Networks for Single-Trial EEG Classification | Apr 27, 2016 | ClassificationEEG | —Unverified | 0 | 0 |
| Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces | Jan 29, 2025 | Brain Computer InterfaceDecision Making | —Unverified | 0 | 0 |
| An EEG-based Stereoscopic Research to Reveal the Brain's Response to What Happens Before and After Watching 2D and 3D Movies | Mar 13, 2019 | BenchmarkingEEG | —Unverified | 0 | 0 |
| An EEG-Based Multi-Modal Emotion Database with Both Posed and Authentic Facial Actions for Emotion Analysis | Mar 29, 2022 | Cultural Vocal Bursts Intensity PredictionEEG | —Unverified | 0 | 0 |
| Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals | Dec 22, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Interpreting Imagined Speech Waves with Machine Learning techniques | Oct 7, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 | 0 |
| An EEG-based Image Annotation System | Nov 7, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding | Mar 9, 2021 | Brain Computer InterfaceDecoder | —Unverified | 0 | 0 |
| Inter Subject Emotion Recognition Using Spatio-Temporal Features From EEG Signal | May 27, 2023 | EEGEmotion Recognition | —Unverified | 0 | 0 |
| Toward Open-World Electroencephalogram Decoding Via Deep Learning: A Comprehensive Survey | Dec 8, 2021 | EEGEeg Decoding | —Unverified | 0 | 0 |
| Towards Personalized Brain-Computer Interface Application Based on Endogenous EEG Paradigms | Nov 18, 2024 | Brain Computer InterfaceClassification | —Unverified | 0 | 0 |
| Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy | Apr 17, 2022 | Diffusion MRIEEG | —Unverified | 0 | 0 |
| Intracranial Error Detection via Deep Learning | May 4, 2018 | Deep LearningEEG | —Unverified | 0 | 0 |
| Towards physiology-informed data augmentation for EEG-based BCIs | Mar 27, 2022 | Data AugmentationEEG | —Unverified | 0 | 0 |
| Introducing the modularity graph: an application to brain functional networks | Jun 21, 2024 | Community DetectionEEG | —Unverified | 0 | 0 |
| An EEG-based approach for Parkinson's disease diagnosis using Capsule network | Dec 27, 2021 | ClassificationEEG | —Unverified | 0 | 0 |
| Investigating critical frequency bands and channels for EEG-based emotion recognition with deep neural networks | May 8, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Investigating EEG-Based Functional Connectivity Patterns for Multimodal Emotion Recognition | Apr 4, 2020 | Brain Computer InterfaceClustering | —Unverified | 0 | 0 |
| Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance | Jun 8, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Investigating the role of visual experience with face-masks in face recognition during COVID-19 | Feb 28, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 | 0 |
| Investigating the Timescales of Language Processing with EEG and Language Models | Jun 28, 2024 | EEGLanguage Modeling | —Unverified | 0 | 0 |