Summary of over Fifty Years with Brain-Computer Interfaces-A Review

被引:150
作者
Kawala-Sterniuk, Aleksandra [1 ]
Browarska, Natalia [1 ]
Al-Bakri, Amir [2 ]
Pelc, Mariusz [1 ,3 ]
Zygarlicki, Jaroslaw [1 ]
Sidikova, Michaela [4 ]
Martinek, Radek [4 ]
Gorzelanczyk, Edward Jacek [5 ,6 ,7 ,8 ]
机构
[1] Opole Univ Technol, Fac Elect Engn Automat Control & Informat, PL-45758 Opole, Poland
[2] Univ Babylon, Coll Engn, Dept Biomed Engn, Babylon 51001, Iraq
[3] Univ Greenwich, Dept Comp & Informat Syst, London SE10 9LS, England
[4] VSB Tech Univ Ostrava FEECS, Dept Cybernet & Biomed Engn, Ostrava 70800, Czech Republic
[5] Nicolaus Copernicus Univ, Coll Med, Dept Theoret Basis BioMed Sci & Med Informat, PL-85067 Bydgoszcz, Poland
[6] Kazimierz Wielki Univ, Inst Philosophy, PL-85092 Bydgoszcz, Poland
[7] Babinski Specialist Psychiat Healthcare Ctr, Outpatient Addict Treatment, PL-91229 Lodz, Poland
[8] Soc Substitut Treatment Addict Med Assisted Recov, PL-85791 Bydgoszcz, Poland
关键词
signal processing methods; Brain-Computer Interfaces; neuro-imaging; electroencephalography; electrocorticography; REAL-TIME FMRI; CONTINGENT NEGATIVE-VARIATION; WAVELET TRANSFORM; UPPER-LIMB; EEG; BCI; SYSTEM; P300; NEUROREHABILITATION; CLASSIFICATION;
D O I
10.3390/brainsci11010043
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Over the last few decades, the Brain-Computer Interfaces have been gradually making their way to the epicenter of scientific interest. Many scientists from all around the world have contributed to the state of the art in this scientific domain by developing numerous tools and methods for brain signal acquisition and processing. Such a spectacular progress would not be achievable without accompanying technological development to equip the researchers with the proper devices providing what is absolutely necessary for any kind of discovery as the core of every analysis: the data reflecting the brain activity. The common effort has resulted in pushing the whole domain to the point where the communication between a human being and the external world through BCI interfaces is no longer science fiction but nowadays reality. In this work we present the most relevant aspects of the BCIs and all the milestones that have been made over nearly 50-year history of this research domain. We mention people who were pioneers in this area as well as we highlight all the technological and methodological advances that have transformed something available and understandable by a very few into something that has a potential to be a breathtaking change for so many. Aiming to fully understand how the human brain works is a very ambitious goal and it will surely take time to succeed. However, even that fraction of what has already been determined is sufficient e.g., to allow impaired people to regain control on their lives and significantly improve its quality. The more is discovered in this domain, the more benefit for all of us this can potentially bring.
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页码:1 / 41
页数:41
相关论文
共 306 条
[41]  
BROWARSKA N, 2020, BIO-ALGORITHMS MED-S, P51
[42]   The coughing body: etiquettes, techniques, sonographies and spaces [J].
Brown, Nik ;
Nettleton, Sarah ;
Buse, Chrissy ;
Lewis, Alan ;
Martin, Daryl .
BIOSOCIETIES, 2021, 16 (02) :270-288
[43]  
Bruce E. N., 2000, BIOMEDICAL SIGNAL PR
[44]  
BULAT M, 2020, PLAYING P300 BCI VR
[45]   Light on! Real world evaluation of a P300-based brain-computer interface (BCI) for environment control in a smart home [J].
Carabalona, Roberta ;
Grossi, Ferdinando ;
Tessadri, Adam ;
Castiglioni, Paolo ;
Caracciolo, Antonio ;
de Munari, Ilaria .
ERGONOMICS, 2012, 55 (05) :552-563
[46]   Contributions of modern network science to the cognitive sciences: revisiting research spirals of representation and process [J].
Castro, Nichol ;
Siew, Cynthia S. Q. .
PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2020, 476 (2238)
[47]   Fast wavelet estimation of weak biosignals [J].
Causevic, E ;
Morley, RE ;
Wickerhauser, MV ;
Jacquin, AE .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2005, 52 (06) :1021-1032
[48]  
Cauwenberghs G., 2012, IEEE Transactions on Neural Systems and Rehabilitation Engineering, V20, P228, DOI DOI 10.1109/TNSRE.2011.2174652
[49]   Spelling with non-invasive Brain-Computer Interfaces - Current and future trends [J].
Cecotti, Hubert .
JOURNAL OF PHYSIOLOGY-PARIS, 2011, 105 (1-3) :106-114
[50]   High Frequency SSVEP-BCI With Hardware Stimuli Control and Phase-Synchronized Comb Filter [J].
Chabuda, Anna ;
Durka, Piotr ;
Zygierewicz, Jaroslaw .
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2018, 26 (02) :344-352