| EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs | Feb 17, 2024 | EEGEEG Signal Classification | CodeCode Available | 2 |
| Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial Networks | Feb 5, 2024 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| Deep comparisons of Neural Networks from the EEGNet family | Feb 17, 2023 | Brain Computer InterfaceEEG | CodeCode Available | 1 |
| A Transformer-based deep neural network model for SSVEP classification | Oct 9, 2022 | Brain Computer InterfaceClassification | CodeCode Available | 1 |
| A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEG | May 30, 2021 | EEGEEG Signal Classification | CodeCode Available | 1 |
| Federated Transfer Learning for EEG Signal Classification | Apr 26, 2020 | ClassificationDomain Adaptation | CodeCode Available | 1 |
| EAD: An EEG Adapter for Automated Classification | May 29, 2025 | ClassificationEEG | —Unverified | 0 |
| Electrophysiological Investigation of Insect Pain Threshold | Feb 22, 2025 | EEGEEG Signal Classification | —Unverified | 0 |
| EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters | Dec 8, 2024 | Domain AdaptationEEG | —Unverified | 0 |
| Can EEG resting state data benefit data-driven approaches for motor-imagery decoding? | Oct 28, 2024 | EEGEEG Signal Classification | —Unverified | 0 |
| NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification | May 17, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization | Apr 26, 2024 | Brain Computer Interfacechannel selection | —Unverified | 0 |
| Improved Motor Imagery Classification Using Adaptive Spatial Filters Based on Particle Swarm Optimization Algorithm | Oct 29, 2023 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification | Oct 22, 2023 | Brain Computer InterfaceData Poisoning | —Unverified | 0 |
| A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG) | Jul 28, 2022 | EEGEEG Signal Classification | —Unverified | 0 |
| A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection | Jun 1, 2022 | Brain Computer InterfaceData Visualization | —Unverified | 0 |
| SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification | Mar 24, 2022 | ClassificationEEG | —Unverified | 0 |
| Analyzing EEG Data with Machine and Deep Learning: A Benchmark | Mar 18, 2022 | Deep LearningEEG | —Unverified | 0 |
| An Olfactory EEG Signal Classification Network Based on Frequency Band Feature Extraction | Feb 5, 2022 | ClassificationEEG | —Unverified | 0 |
| Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interface | Jul 1, 2021 | Brain Computer InterfaceClassification | CodeCode Available | 0 |
| MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification | Apr 19, 2020 | BinarizationClassification | —Unverified | 0 |
| EEG Signal Classification using Variational Mode Decomposition | Mar 28, 2020 | ClassificationEEG | —Unverified | 0 |
| Applying Transfer Learning To Deep Learned Models For EEG Analysis | Jul 2, 2019 | Deep LearningEEG | —Unverified | 0 |
| Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy | Mar 19, 2019 | EEGEEG Signal Classification | —Unverified | 0 |
| Classification of EEG Signal based on non-Gaussian Neutral Vector | Aug 2, 2018 | Brain Computer InterfaceClassification | —Unverified | 0 |
