Influencing brain waves by evoked potentials as biometric approach: taking stock of the last six years of research

R Saia, S Carta, G Fenu, L Pompianu - Neural Computing and …, 2023 - Springer
The scientific advances of recent years have made available to anyone affordable hardware
devices capable of doing something unthinkable until a few years ago, the reading of brain …

脑机接口技术发展新趋势——基于2019—2020 年研究进展

陈小刚, 杨晨, 陈菁菁, 高小榕 - 科技导报, 2021 - kjdb.org
脑机接口旨在通过直接从大脑信号中实时解码用户意图来为辅助设备提供丰富,
强大的命令信号. 近年来, 脑机接口技术的理论和实际应用的研究进展迅速, 技术日趋成熟 …

Optimizing stimulus frequency ranges for building a high-rate high frequency SSVEP-BCI

X Chen, B Liu, Y Wang, H Cui, J Dong… - … on Neural Systems …, 2023 - ieeexplore.ieee.org
The brain-computer interfaces (BCIs) based on steady-state visual evoked potential
(SSVEP) have been extensively explored due to their advantages in terms of high …

Towards online applications of EEG biometrics using visual evoked potentials

H Zhao, Y Chen, W Pei, H Chen, Y Wang - Expert Systems with …, 2021 - Elsevier
Electroencephalogram (EEG)-based biometrics have attracted increasing attention in recent
years. A few studies have used visual evoked potentials (VEPs) in EEG biometrics due to …

EEG-based human recognition using steady-state AEPs and subject-unique spatial filters

SNA Seha, D Hatzinakos - IEEE Transactions on Information …, 2020 - ieeexplore.ieee.org
In recent years, brainwaves (EEG) have gained increasing attention in the field of biometric
authentication because they feature vital advantages being more secure and impossible to …

EEG-Driven biometric authentication for investigation of fourier synchrosqueezed transform-ICA robust framework

K Gorur, E Olmez, Z Ozer, O Cetin - Arabian Journal for Science and …, 2023 - Springer
Biometric authentication systems have recently been gaining increased attention as an
integral part of modern civic life. Security surveillance systems encompass broad categories …

[HTML][HTML] Riemannian geometry-based transfer learning for reducing training time in c-VEP BCIs

J Ying, Q Wei, X Zhou - Scientific reports, 2022 - nature.com
One of the main problems that a brain-computer interface (BCI) face is that a training stage is
required for acquiring training data to calibrate its classification model just before every use …

[HTML][HTML] Authentication using c-VEP evoked in a mild-burdened cognitive task

Z Huang, Z Liao, G Ou, L Chen… - Frontiers in Human …, 2023 - frontiersin.org
In recent years, more and more researchers are devoting themselves to the studies about
authentication based on biomarkers. Among a wide variety of biomarkers, code-modulated …

The single-channel dry electrode SSVEP-based biometric approach: data augmentation techniques against overfitting for RNN-based deep models

K Gorur, B Eraslan - Physical and Engineering Sciences in Medicine, 2022 - Springer
Biometric studies based on electroencephalography (EEG) have received increasing
attention because each individual has a dynamic and unique pattern. However, classic EEG …

Event-related potential from eeg for a two-step identity authentication system

LA Moctezuma, M Molinas - 2019 IEEE 17th International …, 2019 - ieeexplore.ieee.org
Current problems related to high-level security access are increasing, leaving organizations
and persons unsafe. A recent good candidate to create a robust identity authentication …