| EGNN-C+: Interpretable Evolving Granular Neural Network and Application in Classification of Weakly-Supervised EEG Data Streams | Feb 26, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| EIT-1M: One Million EEG-Image-Text Pairs for Human Visual-textual Recognition and More | Jul 2, 2024 | EEGObject Recognition | —Unverified | 0 |
| Electrode Clustering and Bandpass Analysis of EEG Data for Gaze Estimation | Feb 19, 2023 | ClusteringEEG | —Unverified | 0 |
| Multi-class Decoding of Attended Speaker Direction Using Electroencephalogram and Audio Spatial Spectrum | Nov 11, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Electroencephalogram (EEG) for Delineating Objective Measure of Autism Spectrum Disorder (ASD) (Extended Version) | Jun 26, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Electroencephalogram Sensor Data Compression Using An Asymmetrical Sparse Autoencoder With A Discrete Cosine Transform Layer | Sep 15, 2023 | Data CompressionDecoder | —Unverified | 0 |
| Confidence-Aware Subject-to-Subject Transfer Learning for Brain-Computer Interface | Dec 15, 2021 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Electroencephalography and mild cognitive impairment research: A scoping review and bibliometric analysis (ScoRBA) | Nov 1, 2022 | ArticlesEEG | —Unverified | 0 |
| Electroencephalography based Classification of Long-term Stress using Psychological Labeling | Jul 17, 2019 | ClassificationEEG | —Unverified | 0 |
| Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface | Oct 13, 2020 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Electromagnetic Source Imaging via a Data-Synthesis-Based Convolutional Encoder-Decoder Network | Oct 24, 2020 | DecoderDenoising | —Unverified | 0 |
| Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 2 | Jul 7, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Electromyogram (EMG) Removal by Adding Sources of EMG (ERASE) -- A novel ICA-based algorithm for removing myoelectric artifacts from EEG -- Part 1 | Jul 6, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Electrophysiological indicators of gesture perception | Nov 13, 2018 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Electrophysiological Investigation of Insect Pain Threshold | Feb 22, 2025 | EEGEEG Signal Classification | —Unverified | 0 |
| Classification of ADHD and Healthy Children Using EEG Based Multi-Band Spatial Features Enhancement | Apr 7, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Advancing EEG/MEG Source Imaging with Geometric-Informed Basis Functions | Jan 31, 2024 | EEG | —Unverified | 0 |
| Classification of attention performance post-longitudinal tDCS via functional connectivity and machine learning methods | Jan 31, 2024 | EEGFunctional Connectivity | —Unverified | 0 |
| Emergence of Brain Rhythms: Model Interpretation of EEG Data | Mar 11, 2019 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Classification of auditory stimuli from EEG signals with a regulated recurrent neural network reservoir | Apr 27, 2018 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Emotion-Agent: Unsupervised Deep Reinforcement Learning with Distribution-Prototype Reward for Continuous Emotional EEG Analysis | Aug 22, 2024 | Brain Computer InterfaceDeep Reinforcement Learning | —Unverified | 0 |
| Emotional EEG Classification using Connectivity Features and Convolutional Neural Networks | Jan 18, 2021 | ClassificationEEG | —Unverified | 0 |
| Epileptic Seizure Detection: A Deep Learning Approach | Mar 27, 2018 | Deep LearningEEG | —Unverified | 0 |
| Conex-Connect: Learning Patterns in Extremal Brain Connectivity From Multi-Channel EEG Data | Jan 3, 2021 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Conditional Gumbel-Softmax for constrained feature selection with application to node selection in wireless sensor networks | Jun 3, 2024 | EEGfeature selection | —Unverified | 0 |
| A streamable large-scale clinical EEG dataset for Deep Learning | Mar 4, 2022 | Deep LearningEEG | —Unverified | 0 |
| A multi-level interpretable sleep stage scoring system by infusing experts' knowledge into a deep network architecture | Jul 11, 2022 | Decision MakingEEG | —Unverified | 0 |
| A statistical method for analyzing and comparing spatiotemporal cortical activation patterns | Nov 23, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Computationally Efficient Multiclass Time-Frequency Common Spatial Pattern Analysis on EEG Motor Imagery | Aug 25, 2020 | Brain Computer InterfaceClassification | —Unverified | 0 |
| EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems | Aug 28, 2023 | EEGSeizure Detection | —Unverified | 0 |
| Computing extracellular electric potentials from neuronal simulations | Jun 30, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Compressed Sensing of Multi-Channel EEG Signals: The Simultaneous Cosparsity and Low Rank Optimization | Jun 29, 2015 | compressed sensingEEG | —Unverified | 0 |
| A Multi-Context Character Prediction Model for a Brain-Computer Interface | Jun 1, 2018 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Compressed Sensing of EEG for Wireless Telemonitoring with Low Energy Consumption and Inexpensive Hardware | Jun 13, 2012 | compressed sensingData Compression | —Unverified | 0 |
| Compressed Sensing for Energy-Efficient Wireless Telemonitoring: Challenges and Opportunities | Nov 15, 2013 | compressed sensingEEG | —Unverified | 0 |
| A state-space model of cross-region dynamic connectivity in MEG/EEG | Dec 1, 2016 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Consumer BCI for Automated Music Evaluation Within a Popular On-Demand Music Streaming Service - Taking Listener's Brainwaves to Extremes | Sep 20, 2016 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Epilepsy Seizure Detection and Prediction using an Approximate Spiking Convolutional Transformer | Jan 21, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Epileptic Seizure Detection and Classification using Time-Frequency Features in EEG Signals | Jan 23, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Comprehensive Review of EEG-to-Output Research: Decoding Neural Signals into Images, Videos, and Audio | Dec 28, 2024 | EEG | —Unverified | 0 |
| Comprehensive Methodology for Sample Augmentation in EEG Biomarker Studies for Alzheimers Risk Classification | Nov 20, 2024 | EEG | —Unverified | 0 |
| A Multi Constrained Transformer-BiLSTM Guided Network for Automated Sleep Stage Classification from Single-Channel EEG | Sep 19, 2023 | Decision MakingEEG | —Unverified | 0 |
| Complexity Measures for Quantifying Changes in Electroencephalogram in Alzheimers Disease | May 17, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Complex Emotion Recognition System using basic emotions via Facial Expression, EEG, and ECG Signals: a review | Sep 9, 2024 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A standardised open science framework for sharing and re-analysing neural data acquired to continuous stimuli | Sep 14, 2023 | EEG | —Unverified | 0 |
| Advancing Brainwave Modeling with a Codebook-Based Foundation Model | May 22, 2025 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Complex Deep Learning Models for Denoising of Human Heart ECG signals | Aug 27, 2019 | DenoisingECG Denoising | —Unverified | 0 |
| Assessment of Unconsciousness for Memory Consolidation Using EEG Signals | May 15, 2020 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Multi-channel EEG Data Analysis for Poor Neuro-prognostication in Comatose Patients with Self and Cross-channel Attention Mechanism | Sep 24, 2023 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Complementary structural and functional abnormalities to localise epileptogenic tissue | Apr 6, 2023 | EEG | —Unverified | 0 |