| Interictal MEG abnormalities to guide intracranial electrode implantation and predict surgical outcome | Apr 11, 2023 | EEG | —Unverified | 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 |
| Interpersonal Relationship Analysis with Dyadic EEG Signals via Learning Spatial-Temporal Patterns | Jan 6, 2024 | EEGTriplet | —Unverified | 0 |
| Interpretable and Scalable Graphical Models for Complex Spatio-temporal Processes | Jan 15, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Interpretable Convolutional Neural Networks for Subject-Independent Motor Imagery Classification | Dec 14, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Interpretable Deep Neural Networks for Single-Trial EEG Classification | Apr 27, 2016 | ClassificationEEG | —Unverified | 0 |
| Interpretable Dual-Filter Fuzzy Neural Networks for Affective Brain-Computer Interfaces | Jan 29, 2025 | Brain Computer InterfaceDecision Making | —Unverified | 0 |
| Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals | Dec 22, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Interpreting Imagined Speech Waves with Machine Learning techniques | Oct 7, 2020 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Inter-subject Deep Transfer Learning for Motor Imagery EEG Decoding | Mar 9, 2021 | Brain Computer InterfaceDecoder | —Unverified | 0 |
| Inter Subject Emotion Recognition Using Spatio-Temporal Features From EEG Signal | May 27, 2023 | EEGEmotion Recognition | —Unverified | 0 |
| Intracranial EEG structure-function coupling predicts surgical outcomes in focal epilepsy | Apr 17, 2022 | Diffusion MRIEEG | —Unverified | 0 |
| Intracranial Error Detection via Deep Learning | May 4, 2018 | Deep LearningEEG | —Unverified | 0 |
| Introducing the modularity graph: an application to brain functional networks | Jun 21, 2024 | Community DetectionEEG | —Unverified | 0 |
| Investigating critical frequency bands and channels for EEG-based emotion recognition with deep neural networks | May 8, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Investigating EEG-Based Functional Connectivity Patterns for Multimodal Emotion Recognition | Apr 4, 2020 | Brain Computer InterfaceClustering | —Unverified | 0 |
| Investigating the Impact of CNN Depth on Neonatal Seizure Detection Performance | Jun 8, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Investigating the role of visual experience with face-masks in face recognition during COVID-19 | Feb 28, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Investigating the Timescales of Language Processing with EEG and Language Models | Jun 28, 2024 | EEGLanguage Modeling | —Unverified | 0 |
| Investigation of the effectiveness of applying ChatGPT in Dialogic Teaching Using Electroencephalography | Mar 25, 2024 | EEG | —Unverified | 0 |
| ISAM-MTL: Cross-subject multi-task learning model with identifiable spikes and associative memory networks | Jan 30, 2025 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Ischemic Stroke Identification Based on EEG and EOG using 1D Convolutional Neural Network and Batch Normalization | Oct 6, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Is the Contralateral Delay Activity (CDA) a robust neural correlate for Visual Working Memory (VWM) tasks? A reproducibility study | Apr 18, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Jitter-Adaptive Dictionary Learning - Application to Multi-Trial Neuroelectric Signals | Jan 16, 2013 | Dictionary LearningEEG | —Unverified | 0 |
| JNEEG shield for Jetson Nano for real-time EEG signal processing with deep learning | May 14, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Joint Contrastive Learning with Feature Alignment for Cross-Corpus EEG-based Emotion Recognition | Apr 15, 2024 | Contrastive LearningCross-corpus | —Unverified | 0 |
| Joint SCSP-LROM: A novel approach to detect Cerebrovascular Anomalies from EEG signals | Oct 17, 2021 | compressed sensingEEG | —Unverified | 0 |
| Jump Plus AM-FM Mode Decomposition | Jul 10, 2024 | EEG | —Unverified | 0 |
| K-complex Detection Using Fourier Spectrum Analysis In EEG | Jul 4, 2023 | EEGK-complex detection | —Unverified | 0 |
| Knowledge-Data Fusion Based Source-Free Semi-Supervised Domain Adaptation for Seizure Subtype Classification | Nov 29, 2024 | ClassificationDomain Adaptation | —Unverified | 0 |
| Knowledge-Distilled Graph Neural Networks for Personalized Epileptic Seizure Detection | Apr 3, 2023 | channel selectionEEG | —Unverified | 0 |
| Knowledge extraction, modeling and formalization: EEG case study | Sep 11, 2018 | ClusteringEEG | —Unverified | 0 |
| Knowledge-guided EEG Representation Learning | Feb 15, 2024 | EEGRepresentation Learning | —Unverified | 0 |
| Kullback-Leibler Penalized Sparse Discriminant Analysis for Event-Related Potential Classification | Aug 24, 2016 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Labeler-hot Detection of EEG Epileptic Transients | Mar 11, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| La mie de pain n'est pas une amie: une \'etude EEG sur la perception de diff\'erences infra-phon\'emiques en situation de variations (Robustness of fine acoustic cues and Speech variability: a Mismatch Negativity study) [in French] | Jun 1, 2012 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Large Cognition Model: Towards Pretrained EEG Foundation Model | Feb 11, 2025 | EEGmodel | —Unverified | 0 |
| Large GPT-like Models are Bad Babies: A Closer Look at the Relationship between Linguistic Competence and Psycholinguistic Measures | Nov 8, 2023 | EEG | —Unverified | 0 |
| Large Language Models for EEG: A Comprehensive Survey and Taxonomy | Jun 2, 2025 | DiagnosticEEG | —Unverified | 0 |
| Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing | Jul 30, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Latent Alignment with Deep Set EEG Decoders | Nov 29, 2023 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Latent neural source recovery via transcoding of simultaneous EEG-fMRI | Oct 5, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Latent Representation Learning for Multimodal Brain Activity Translation | Sep 27, 2024 | EEGFunctional Connectivity | —Unverified | 0 |
| Lateral Control of Brain-Controlled Vehicle Based on SVM Probability Output Model | Mar 9, 2024 | EEGSSVEP | —Unverified | 0 |
| Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network | Jul 1, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Learning Deep Matrix Representations | Mar 4, 2017 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Learning from Heterogeneous EEG Signals with Differentiable Channel Reordering | Oct 21, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Learning Patterns in Imaginary Vowels for an Intelligent Brain Computer Interface (BCI) Design | Oct 17, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Learning Signal Representations for EEG Cross-Subject Channel Selection and Trial Classification | Jun 20, 2021 | channel selectionEEG | —Unverified | 0 |
| Learning Subject-Invariant Representations from Speech-Evoked EEG Using Variational Autoencoders | Jul 1, 2022 | ClassificationEEG | —Unverified | 0 |