Demystifying Cognitive Informatics and its Applications in Brain-Computer Interface

被引:0
|
作者
Sharma, Prakash Chandra [1 ]
Raja, Rohit [2 ]
Vishwakarma, Santosh Kumar [3 ]
Shankar, Venkatesh Gauri [1 ]
机构
[1] Manipal Univ Jaipur, Dept Informat Technol, Jaipur, India
[2] Guru Ghasidas Cent Univ Bilaspur, Dept Informat Technol, Bilaspur, India
[3] Manipal Univ Jaipur, Dept Comp Scence & Engn, Jaipur, India
关键词
Cognitive informatics; Arduino; EEG; BCI; REAL-TIME FMRI; MOTOR IMAGERY; SELF-REGULATION; EEG; SYSTEM; DESIGN; BCI; REHABILITATION; MOVEMENT; PEOPLE;
D O I
10.1007/s11277-023-10192-y
中图分类号
TN [电子技术、通信技术];
学科分类号
0809 ;
摘要
Cognitive informatics is a transdisciplinary inquiry of data sciences, intellectual science, and knowledge science that explores the inward data preparing systems. It also explores the procedures of the brain and normal insight, just as their building applications in intellectual registering. Cognitive processing is a developing worldview of clever figuring strategies and frameworks dependent on intellectual informatics that executes computational insight through self-sufficient inductions. This article presents a lot of aggregate points of view on Cognitive informatics and intellectual figuring, just as their applications in unique insight, computational insight, computational phonetics, information portrayal, cooperative processing, granular registering, semantic registering, AI, and social processing. In this assessment paper, an endeavor has been made towards decoding an intellectual movement (conscious eye squint) of human subjects caught utilizing electroencephalography (EEG) energetically. A noteworthy ascent in occasion associated prospective remains seen through frontal flaps of the cerebral cortex. The created ideal has remained conveyed in Arduino utilizing Simulink towards control yield gadgets freely. The outcomes exhibit the achievability of the Cognitive mechanism system towards wards interpreting purposeful goals into orders through EEG centered BCI for the rest towards the ration of truly tested patients.
引用
收藏
页码:1343 / 1368
页数:26
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