Zobrazeno 1 - 10
of 86
pro vyhledávání: '"Abdelkader Nasreddine Belkacem"'
Publikováno v:
Data in Brief, Vol 54, Iss , Pp 110181- (2024)
A reliable motor imagery (MI) brain–computer interface (BCI) requires accurate decoding, which in turn requires model calibration using electroencephalography (EEG) signals from subjects executing or imagining the execution of movements. Although t
Externí odkaz:
https://doaj.org/article/e02daa27af934e56886db35c8f4b6b70
Autor:
Noor Faris Ali, Nabil Albastaki, Abdelkader Nasreddine Belkacem, Ibrahim M. Elfadel, Mohamed Atef
Publikováno v:
IEEE Access, Vol 12, Pp 129390-129403 (2024)
Despite the high performance of existing state-of-the-art deep learning models for depression detection using electroencephalography (EEG), they incur a heavy computational burden. In this paper, we propose an efficient model consisting of a cascade
Externí odkaz:
https://doaj.org/article/448514a606a942fd87fe52fbbd7b3d46
Publikováno v:
IEEE Access, Vol 12, Pp 114858-114877 (2024)
The integration of artificial intelligence and natural language processing technologies has facilitated the adoption of advanced systems, such as ChatGPT, across various sectors, particularly in education and healthcare. These innovative technologies
Externí odkaz:
https://doaj.org/article/c4a4d02596564ed885edad94b0e4b719
Publikováno v:
IEEE Access, Vol 12, Pp 93116-93132 (2024)
This study explores the convergence of biometric analytics and machine learning in online education, where the level of student participation directly impacts academic achievement. In this study, various machine learning models were employed to ident
Externí odkaz:
https://doaj.org/article/0e6c038461d74cdba59db248a7458609
Publikováno v:
IEEE Access, Vol 12, Pp 80086-80098 (2024)
Remote phenomenon is of expanding significance due to the increasing popularity of distance education. In this preliminary study, we examines the occurrence of brain-to-brain synchronization during remote learning using electroencephalography (EEG).
Externí odkaz:
https://doaj.org/article/630067a9a21f41e3b765770a3ed0a099
Autor:
Jun Liang, Abdelkader Nasreddine Belkacem, Yanxin Song, Jiaxin Wang, Zhiguo Ai, Xuanqi Wang, Jun Guo, Lingfeng Fan, Changming Wang, Bowen Ji, Zengguang Wang
Publikováno v:
Frontiers in Neuroscience, Vol 18 (2024)
BackgroundSleep plays a critical role in human physiological and psychological health, and electroencephalography (EEG), an effective sleep-monitoring method, is of great importance in revealing sleep characteristics and aiding the diagnosis of sleep
Externí odkaz:
https://doaj.org/article/46d1907de70141d4b4b3a5d082992e87
Autor:
Chao Chen, Kun Wang, Abdelkader Nasreddine Belkacem, Lin Lu, Weibo Yi, Jun Liang, Zhaoyang Huang, Dong Ming
Publikováno v:
Frontiers in Neuroscience, Vol 17 (2023)
Spindles differ in density, amplitude, and frequency, and these variations reflect different physiological processes. Sleep disorders are characterized by difficulty in falling asleep and maintaining sleep. In this study, we proposed a new spindle wa
Externí odkaz:
https://doaj.org/article/8474be55e3f7496f99bcf10222308e56
Publikováno v:
Frontiers in Human Neuroscience, Vol 17 (2023)
Emerging brain technologies have significantly transformed human life in recent decades. For instance, the closed-loop brain-computer interface (BCI) is an advanced software-hardware system that interprets electrical signals from neurons, allowing co
Externí odkaz:
https://doaj.org/article/06cc9ec0737149a99320f0a54b619ca2
Autor:
Chao Chen, Jiayuan Meng, Abdelkader Nasreddine Belkacem, Lin Lu, Fengyue Liu, Weibo Yi, Penghai Li, Jun Liang, Zhaoyang Huang, Dong Ming
Publikováno v:
Frontiers in Neuroscience, Vol 17 (2023)
BackgroundSleep spindles are a vital sign implying that human beings have entered the second stage of sleep. In addition, they can effectively reflect a person’s learning and memory ability, and clinical research has shown that their quantity and d
Externí odkaz:
https://doaj.org/article/92602531d687478a9cec1e24f845d763
Publikováno v:
Frontiers in Neuroscience, Vol 16 (2022)
Externí odkaz:
https://doaj.org/article/974073b59b0b4590a229c16c2f3df9bc