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12/13/2022
CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals
Brain-computer interface (BCI) is a communication system between humans ...
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12/13/2022
Classification of Distraction Levels Using Hybrid Deep Neural Networks From EEG Signals
Non-invasive brain-computer interface technology has been developed for ...
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04/15/2022
Decoding Neural Correlation of Language-Specific Imagined Speech using EEG Signals
Speech impairments due to cerebral lesions and degenerative disorders ca...
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12/14/2021
Decoding 3D Representation of Visual Imagery EEG using Attention-based Dual-Stream Convolutional Neural Network
A deep neural network has been successfully applied to an electroencepha...
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12/13/2021
Decoding High-level Imagined Speech using Attention-based Deep Neural Networks
Brain-computer interface (BCI) is the technology that enables the commun...
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07/15/2021
DAL: Feature Learning from Overt Speech to Decode Imagined Speech-based EEG Signals with Convolutional Autoencoder
Brain-computer interface (BCI) is one of the tools which enables the com...
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06/25/2021
Towards Natural Brain-Machine Interaction using Endogenous Potentials based on Deep Neural Networks
Human-robot collaboration has the potential to maximize the efficiency o...
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06/08/2021
Subject-Independent Brain-Computer Interface for Decoding High-Level Visual Imagery Tasks
Brain-computer interface (BCI) is used for communication between humans ...
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12/07/2020
Design of an EEG-based Drone Swarm Control System using Endogenous BCI Paradigms
Non-invasive brain-computer interface (BCI) has been developed for under...
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02/03/2020