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EEG Signal Classification

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Showing 1–27 of 27 papers

TitleStatusHype
EAD: An EEG Adapter for Automated Classification—0
Electrophysiological Investigation of Insect Pain Threshold—0
EEG-Based Mental Imagery Task Adaptation via Ensemble of Weight-Decomposed Low-Rank Adapters—0
Can EEG resting state data benefit data-driven approaches for motor-imagery decoding?—0
NeuroAssist: Enhancing Cognitive-Computer Synergy with Adaptive AI and Advanced Neural Decoding for Efficient EEG Signal Classification—0
Optimizing Brain-Computer Interface Performance: Advancing EEG Signals Channel Selection through Regularized CSP and SPEA II Multi-Objective Optimization—0
EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked InputsCode2
Improving EEG Signal Classification Accuracy Using Wasserstein Generative Adversarial NetworksCode1
Improved Motor Imagery Classification Using Adaptive Spatial Filters Based on Particle Swarm Optimization Algorithm—0
Reputation-Based Federated Learning Defense to Mitigate Threats in EEG Signal Classification—0
Deep comparisons of Neural Networks from the EEGNet familyCode1
A Transformer-based deep neural network model for SSVEP classificationCode1
A Hybrid Complex-valued Neural Network Framework with Applications to Electroencephalogram (EEG)—0
A Neural-Inspired Architecture for EEG-Based Auditory Attention Detection—0
SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification—0
Analyzing EEG Data with Machine and Deep Learning: A Benchmark—0
An Olfactory EEG Signal Classification Network Based on Frequency Band Feature Extraction—0
Complex common spatial patterns on time-frequency decomposed EEG for brain-computer interfaceCode0
A Compact and Interpretable Convolutional Neural Network for Cross-Subject Driver Drowsiness Detection from Single-Channel EEGCode1
Federated Transfer Learning for EEG Signal ClassificationCode1
MuBiNN: Multi-Level Binarized Recurrent Neural Network for EEG signal Classification—0
EEG Signal Classification using Variational Mode Decomposition—0
Applying Transfer Learning To Deep Learned Models For EEG Analysis—0
Residual Deep Convolutional Neural Network for EEG Signal Classification in Epilepsy—0
Classification of EEG Signal based on non-Gaussian Neutral Vector—0
A Data Driven Approach for Resting-state EEG signal Classification of Schizophrenia with Control Participants using Random Matrix Theory—0
Imagined speech classification using EEGCode0
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