Classification of Imagined Speech Signals Using Functional Connectivity Graphs and Machine Learning Models

EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces

Journal of Neural Engineering · 2018 · 4.2K citations · Full text

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Inferring imagined speech using EEG signals: a new approach using Riemannian manifold features

Chuong Hoang Nguyen, George K. Karavas, Panagiotis Artemiadis · Journal of Neural Engineering · 2017 · 296 citations

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LMD Based Features for the Automatic Seizure Detection of EEG Signals Using SVM

Tao Zhang, Wanzhong Chen · IEEE Transactions on Neural Systems and Rehabilitation Engineering · 2016 · 234 citations

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Classification of Hand Movements From EEG Using a Deep Attention-Based LSTM Network

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Convolutional Neural Networks Using Dynamic Functional Connectivity for EEG-Based Person Identification in Diverse Human States

Min Wang, Heba El-Fiqi, Jiankun Hu et al. · IEEE Transactions on Information Forensics and Security · 2019 · 169 citations · Full text

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