| Efficient Estimation of Unique Components in Independent Component Analysis by Matrix Representation | Aug 30, 2024 | EEG | CodeCode Available | 0 | 5 |
| Efficient and faithful reconstruction of dynamical attractors using homogeneous differentiators | Jun 20, 2025 | EEG | CodeCode Available | 0 | 5 |
| Efficient Hierarchical Bayesian Inference for Spatio-temporal Regression Models in Neuroimaging | Nov 2, 2021 | Bayesian InferenceEEG | CodeCode Available | 0 | 5 |
| OpenSync: An opensource platform for synchronizing multiple measures in neuroscience experiments | Jul 29, 2021 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Effect of Kernel Size on CNN-Vision-Transformer-Based Gaze Prediction Using Electroencephalography Data | Aug 6, 2024 | EEGGaze Prediction | CodeCode Available | 0 | 5 |
| Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection | Sep 18, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Effects and prediction of cognitive load on encoding model of brain response to auditory and linguistic stimuli in educational multimedia | Apr 21, 2024 | EEG | CodeCode Available | 0 | 5 |
| Elliptical Wishart distributions: information geometry, maximum likelihood estimator, performance analysis and statistical learning | Nov 5, 2024 | EEGRiemannian optimization | CodeCode Available | 0 | 5 |
| EEGsig: an open-source machine learning-based toolbox for EEG signal processing | Oct 24, 2020 | BIG-bench Machine LearningEEG | CodeCode Available | 0 | 5 |
| Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces | Dec 10, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 0 | 5 |
| Analysis of EEG signals of blinking patterns in order to control a wheelchair for people with ALS | Jul 10, 2023 | EEG | CodeCode Available | 0 | 5 |
| Automated Brain Disorders Diagnosis Through Deep Neural Networks | Jan 11, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| EEG-MACS: Manifold Attention and Confidence Stratification for EEG-based Cross-Center Brain Disease Diagnosis under Unreliable Annotations | Apr 29, 2024 | DiagnosticEEG | CodeCode Available | 0 | 5 |
| Analysis of EEG frequency bands for Envisioned Speech Recognition | Mar 29, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 | 5 |
| EEG-ImageNet: An Electroencephalogram Dataset and Benchmarks with Image Visual Stimuli of Multi-Granularity Labels | Jun 11, 2024 | EEGimage-classification | CodeCode Available | 0 | 5 |
| Protecting Intellectual Property of EEG-based Neural Networks with Watermarking | Feb 9, 2025 | DiagnosticEEG | CodeCode Available | 0 | 5 |
| EEG Emotion Copilot: Optimizing Lightweight LLMs for Emotional EEG Interpretation with Assisted Medical Record Generation | Sep 30, 2024 | Computational EfficiencyDiagnostic | CodeCode Available | 0 | 5 |
| EEG-EyeTrack: A Benchmark for Time Series and Functional Data Analysis with Open Challenges and Baselines | Apr 2, 2025 | EEGTime Series | CodeCode Available | 0 | 5 |
| CARE-rCortex: a Matlab toolbox for the analysis of CArdio-REspiratory-related activity in the Cortex | Oct 12, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| CARLA: Adjusted common average referencing for cortico-cortical evoked potential data | Sep 29, 2023 | EEGSpecificity | CodeCode Available | 0 | 5 |
| EEGDiR: Electroencephalogram denoising network for temporal information storage and global modeling through Retentive Network | Mar 20, 2024 | DenoisingEEG | CodeCode Available | 0 | 5 |
| Category-aware EEG image generation based on wavelet transform and contrast semantic loss | May 30, 2025 | EEGImage Generation | CodeCode Available | 0 | 5 |
| Effect of caffeine and energy drinks on sleep quality and brain activity in college students | Jul 2, 2024 | EEGSleep Quality | CodeCode Available | 0 | 5 |
| Real-time classification of EEG signals using Machine Learning deployment | Dec 27, 2024 | EEG | CodeCode Available | 0 | 5 |
| Evaluating Fast Adaptability of Neural Networks for Brain-Computer Interface | Apr 14, 2024 | Brain Computer InterfaceDomain Adaptation | CodeCode Available | 0 | 5 |
| Attention-Based CNN-BiLSTM for Sleep State Classification of Spatiotemporal Wide-Field Calcium Imaging Data | Jan 16, 2024 | EEG | CodeCode Available | 0 | 5 |
| EEG-DCNet: A Fast and Accurate MI-EEG Dilated CNN Classification Method | Nov 12, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 0 | 5 |
| Recurrent Neural Networks for P300-based BCI | Jan 30, 2019 | Brain Computer InterfaceEEG | CodeCode Available | 0 | 5 |
| EEG-based Decoding of Selective Visual Attention in Superimposed Videos | Sep 19, 2024 | DecoderEEG | CodeCode Available | 0 | 5 |
| A Temporal-Spectral Fusion Transformer with Subject-Specific Adapter for Enhancing RSVP-BCI Decoding | Jan 12, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 0 | 5 |
| EEG4Students: An Experimental Design for EEG Data Collection and Machine Learning Analysis | Aug 24, 2022 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Dynamical Embedding of Single Channel Electroencephalogram for Artifact Subspace Reconstruction | Jun 28, 2024 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Dual mechanism of Anti-Seizure Medications in controlling seizure activity | Apr 2, 2025 | EEG | CodeCode Available | 0 | 5 |
| Domain Invariant Representation Learning and Sleep Dynamics Modeling for Automatic Sleep Staging | Dec 6, 2023 | EEGRepresentation Learning | CodeCode Available | 0 | 5 |
| RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning | Sep 5, 2023 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modeling | Oct 16, 2020 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| A Mutually-Dependent Hadamard Kernel for Modelling Latent Variable Couplings | Feb 27, 2017 | Bayesian InferenceClassification | CodeCode Available | 0 | 5 |
| Advancing NLP with Cognitive Language Processing Signals | Apr 4, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| DOSED: a deep learning approach to detect multiple sleep micro-events in EEG signal | Dec 7, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Screening for REM Sleep Behaviour Disorder with Minimal Sensors | Oct 24, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Detection of tonic-clonic seizures in children with epilepsy | Nov 30, 2023 | Decision MakingEEG | CodeCode Available | 0 | 5 |
| Detection of REM Sleep Behaviour Disorder by Automated Polysomnography Analysis | Nov 12, 2018 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics | Feb 24, 2025 | Deep LearningEEG | CodeCode Available | 0 | 5 |
| Deep learning with convolutional neural networks for decoding and visualization of EEG pathology | Aug 26, 2017 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| A Statistical Approach for Synthetic EEG Data Generation | Apr 22, 2025 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| Advancing EEG-Based Gaze Prediction Using Depthwise Separable Convolution and Enhanced Pre-Processing | Aug 6, 2024 | EEGGaze Prediction | CodeCode Available | 0 | 5 |
| Deep Learning Human Mind for Automated Visual Classification | Sep 1, 2016 | ClassificationDeep Learning | CodeCode Available | 0 | 5 |
| Deep Riemannian Networks for End-to-End EEG Decoding | Dec 20, 2022 | EEGEeg Decoding | CodeCode Available | 0 | 5 |
| Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges | Feb 18, 2025 | Dimensionality ReductionEEG | CodeCode Available | 0 | 5 |
| A state-space model for inferring effective connectivity of latent neural dynamics from simultaneous EEG/fMRI | Dec 1, 2019 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |