Optimal Fuzzy Logic Enabled EEG Motor Imagery Classification for Brain Computer Interface

E Yang, K Shankar, E Perumal, C Seo - IEEE Access, 2023 - ieeexplore.ieee.org
Brain-computer interface BCI) is a technology that assists in straight link among the human
brain as well as external devices like computers or robotic systems, without including …

StyleGAN as a utility-preserving face de-identification method

SMSM Khorzooghi, S Nilizadeh - arxiv preprint arxiv:2212.02611, 2022 - arxiv.org
Face de-identification methods have been proposed to preserve users' privacy by obscuring
their faces. These methods, however, can degrade the quality of photos, and they usually do …

Examining StyleGAN as a utility-preserving face de-identification method

SMSM Khorzooghi, S Nilizadeh - Proceedings on Privacy …, 2023 - petsymposium.org
Several face de-identification methods have been proposed to preserve users' privacy by
obscuring their faces. These methods, however, can degrade the quality of photos, and they …

Boosted Harris Hawks Shuffled Shepherd Optimization Augmented Deep Learning based motor imagery classification for brain computer interface

FY Assiri, M Ragab - PloS one, 2024 - journals.plos.org
Motor imagery (MI) classification has been commonly employed in making brain-computer
interfaces (BCI) to manage the outside tools as a substitute neural muscular path. Effectual …

Robust Feature Engineering Techniques for Designing Efficient Motor Imagery-Based BCI-Systems

SS Gardezi, S Jawed, M Khan, M Bukhari… - arxiv preprint arxiv …, 2024 - arxiv.org
A multitude of individuals across the globe grapple with motor disabilities. Neural prosthetics
utilizing Brain-Computer Interface (BCI) technology exhibit promise for improving motor …

Graph-based information separator and area convolutional network for EEG-based intention decoding

X Tang, S Wang, X Deng, K Liu, Y Tian… - … on Cognitive and …, 2023 - ieeexplore.ieee.org
In the current research on brain-computer interface (BCI), the electroencephalography
(EEG) signal is usually only represented by a 2-D matrix, and the installation position of the …

Improving classification accuracy for motor imagery BCI using DWT based Features

AF Doudou, A Reffad… - … Conference on Electrical …, 2023 - ieeexplore.ieee.org
Brain-computer interfaces (BCIs) act as vital bridges connecting human brains to external
devices. They help people with disabilities do things on their own, like tasks and talking to …