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Takagi-Sugeno-Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals

IEEE transactions on fuzzy systems, 2016-10, Vol.24 (5), p.1079-1094

2016

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Resting-state EEG features modulated by depressive state in healthy individuals: insights from theta PSD, theta-beta ratio, frontal-parietal PLV, and sLORETA

Frontiers in human neuroscience, 2024-08, Vol.18, p.1384330

2024

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S-EEGNet: Electroencephalogram Signal Classification Based on a Separable Convolution Neural Network with Bilinear Interpolation

IEEE access, 2020-01, Vol.8, p.1-1

2020

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Relationship between theta/beta ratio and mind wandering in schizotypy

PsyCh journal (Victoria, Australia), 2024-04, Vol.13 (2), p.335-339

2024

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Brain Computer Interfaces and Emotional Involvement: Theory, Research, and Applications

Lucchiari, Claudio

2022

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Psychophysiological Alteration After Virtual Reality Experiences Using Smartphone-Assisted Head Mount Displays: An EEG-Based Source Localization Study

Applied sciences, 2019-06, Vol.9 (12), p.2501

2019

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Online classification algorithm for eye-movement-based communication systems using two temporal EEG sensors

Biomedical signal processing and control, 2015-02, Vol.16, p.40-47

2015

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Studying the Effects of Compression in EEG-Based Wearable Sleep Monitoring Systems

IEEE access, 2020, Vol.8, p.168486-168501

2020

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Combining Spatial Filtering and Wavelet Transform for Classifying Human Emotions Using EEG Signals

Journal of Medical and Biological Engineering, 2011-01, Vol.31 (1), p.45-51

2011

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Deep learning for electroencephalogram (EEG) classification tasks: a review

Journal of neural engineering, 2019-06, Vol.16 (3), p.031001-031001

2019

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Optimized deep neural network architecture for robust detection of epileptic seizures using EEG signals

Clinical neurophysiology, 2019-01, Vol.130 (1), p.25-37

2019

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EEG-based Brain-computer Interface for Smart Living Environmental Auto-adjustment

Journal of Medical and Biological Engineering, 2010-08, Vol.30 (4), p.237-245

2010

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Correlation-based channel selection and regularized feature optimization for MI-based BCI

Neural networks, 2019-10, Vol.118, p.262-270

2019

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EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations

IEEE transactions on biomedical engineering, 2019-10, Vol.66 (10), p.2869-2881

2019

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EEG-Based Spatio-Temporal Convolutional Neural Network for Driver Fatigue Evaluation

IEEE transaction on neural networks and learning systems, 2019-09, Vol.30 (9), p.2755-2763

2019

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RETRACTED: Early Detection of Seizure Using Electrical Brain Activity

Journal of physics. Conference series, 2022-08, Vol.2325 (1), p.12018

2022

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A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification

IEEE transactions on neural systems and rehabilitation engineering, 2019-10, Vol.27 (10), p.2164-2177

2019

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An automated system for epilepsy detection using EEG brain signals based on deep learning approach

Expert systems with applications, 2018-10, Vol.107, p.61-71

2018

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Autoreject: Automated artifact rejection for MEG and EEG data

NeuroImage (Orlando, Fla.), 2017-10, Vol.159, p.417-429

2017

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Inherent Fuzzy Entropy for the Improvement of EEG Complexity Evaluation

IEEE transactions on fuzzy systems, 2018-04, Vol.26 (2), p.1032-1035

2018

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NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG application

Expert systems with applications, 2025-02, Vol.261, p.125364, Article 125364

2025

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Motor imagery classification in brain-machine interface with machine learning algorithms: Classical approach to multi-layer perceptron model

Biomedical signal processing and control, 2022-01, Vol.71, p.103101, Article 103101

2022

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TFTL: A Task-Free Transfer Learning Strategy for EEG-based Cross-Subject & Cross-Dataset Motor Imagery BCI

IEEE transactions on biomedical engineering, 2024-10, Vol.PP, p.1-11

2024

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A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition

Information sciences, 2023-05, Vol.624, p.833-848

2023

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A Multivariate Approach for Patient-Specific EEG Seizure Detection Using Empirical Wavelet Transform

IEEE transactions on biomedical engineering, 2017-09, Vol.64 (9), p.2003-2015

2017

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Takagi-Sugeno-Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals

Resting-state EEG features modulated by depressive state in healthy individuals: insights from theta PSD, theta-beta ratio, frontal-parietal PLV, and sLORETA

S-EEGNet: Electroencephalogram Signal Classification Based on a Separable Convolution Neural Network with Bilinear Interpolation

Relationship between theta/beta ratio and mind wandering in schizotypy

Brain Computer Interfaces and Emotional Involvement: Theory, Research, and Applications

Psychophysiological Alteration After Virtual Reality Experiences Using Smartphone-Assisted Head Mount Displays: An EEG-Based Source Localization Study

Online classification algorithm for eye-movement-based communication systems using two temporal EEG sensors

Studying the Effects of Compression in EEG-Based Wearable Sleep Monitoring Systems

Combining Spatial Filtering and Wavelet Transform for Classifying Human Emotions Using EEG Signals

Deep learning for electroencephalogram (EEG) classification tasks: a review

Optimized deep neural network architecture for robust detection of epileptic seizures using EEG signals

EEG-based Brain-computer Interface for Smart Living Environmental Auto-adjustment

Correlation-based channel selection and regularized feature optimization for MI-based BCI

EEG Based Emotion Recognition by Combining Functional Connectivity Network and Local Activations

EEG-Based Spatio-Temporal Convolutional Neural Network for Driver Fatigue Evaluation

RETRACTED: Early Detection of Seizure Using Electrical Brain Activity

A Multi-Branch 3D Convolutional Neural Network for EEG-Based Motor Imagery Classification

An automated system for epilepsy detection using EEG brain signals based on deep learning approach

Autoreject: Automated artifact rejection for MEG and EEG data

Inherent Fuzzy Entropy for the Improvement of EEG Complexity Evaluation

NeuroXAI: Adaptive, robust, explainable surrogate framework for determination of channel importance in EEG application

Motor imagery classification in brain-machine interface with machine learning algorithms: Classical approach to multi-layer perceptron model

TFTL: A Task-Free Transfer Learning Strategy for EEG-based Cross-Subject & Cross-Dataset Motor Imagery BCI

A decomposition-based hybrid ensemble CNN framework for driver fatigue recognition

A Multivariate Approach for Patient-Specific EEG Seizure Detection Using Empirical Wavelet Transform

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