Biometrical authentication systems using electroencephalography
Reasons for the growing movement to combine brain science with medicine, education, and industry. Authentication using passwords or PIN codes, and using it to log in to your device. Features of biometric authentication, its development and technology.
| Рубрика | Производство и технологии |
| Вид | статья |
| Язык | английский |
| Дата добавления | 09.04.2023 |
| Размер файла | 3,6 M |
Отправить свою хорошую работу в базу знаний просто. Используйте форму, расположенную ниже
Студенты, аспиранты, молодые ученые, использующие базу знаний в своей учебе и работе, будут вам очень благодарны.
2. Comprehensive judgment by dividing the measurement data.
The proposed authentication system, which aims to improve the accuracy of EEG authentication, is based on the above two solutions. In addition, our goal is to make the EEG measurement required for authentication as short as possible. In order to achieve this goal, we will use resting EEG, which does not require mental tasks or external stimuli, to perform authentication.
REFERENCES
1 Kawato, M. (2008). Brain-Network Interface. Journal of the Institute of Electronics. Information and Communication Engineers, 91(2), 123-130.
2 Hotson, G., et al. (2016). Individual Finger Control of a Modular Prosthetic Limb using High-Density
Electrocorticography in a Human Subject. Journal of Neural Engineering,13(2), 026017.doi:10.1088/1741-2560/13/2/026017
3 Tanaka, K. (2012). Development of a Wheelchair Moved by Brain Wave Commands (Special Issue on the Forefront of Robotics for Supporting People). Journal of the Japan Society for Precision Engineering, 178(81), 662-665.
4 Rao, R. P. N., et al. (2014). A Direct Brain-to-Brain Interface in Humans. PLoS ONE, 9(11), ell 1332. doi:10.1371/journal.pone.0111332
5 This Place. MindRDR. http://mindrdr.thisplace.com/static/index.html
6 Armstrong, B. C., et al. (2015). Brainprint: Assessing the Uniqueness, Collectability, and Permanence of a Novel Method for ERP Biometrics. Neurocomputing, 166, 59-67. doi:10.1016/j.neucom.2015.04.025
7 Komatsu, N., Uchida, K., Ikeno, S., and Sakano, S. (2008). The Story of Biometrics, Japanese Standards Association.
8 Thorpe, J., van Oorschot, P. C., and Somayaji, A. (2005). Pass-thoughts. Proceedings of the 2005 Workshop on New Security Paradigms--NSPW'05. doi:10.1145/n46269.n46282
9 Ito, S., Mitsukura, Y., Fukumi, M., and Akamtsu, N. (2004). Proposal of the EEG Analysis Method Using the Individual Characteristic of the EEG. IEEJ Transactions on Electronics, Information and Systems, 124(6), 1259-1266. doi:10.1541/ieejeiss. 124.1259
10 Kumari, P., and Vaish, A. (2014). Brainwave based Authentication System: Research Issues and Challenges, International Journal of Computer Engineering and Applications, IV(I&II), 89-108.
11 Atzori, L., Iera, A., and Morabito, G. (2010). The Internet of Things: A Survey. Computer Networks, 54(15), 2787-2805.
12 Watanabe, K. (2003). The Birth of Judicial Identity: Individual Identification and Registration in Civil Society, Kotososha.
13 Hoshino, Y. (2005). Fingerprint Authentication Technology--Biometric Security, Tokyo Denki University Press.
14 Toshiba. Fingerprint Authentication. http://www.it-serve.co.jp/products/security/fingerprint_attest.htm
15 Fujimori. Palm Vein Certification. http://www.fujitsu.com/jp/group/frontech/solutions/business- technology/security/palmsecure/
16 Hitachi. Finger Vein Authentication. http://www.hitachi-ics.co.jp/product/virsecur/vein/secure_sol.html
17 Fushidori. Iris Certification. http://atfe.fmworld.net/at/report/?id=320
18 Taigman, Y., Yang, M., Ranzato, M., and Wolf, L. (2014). DeepFace: Closing the Gap to Human-Level Performance in Face Verification. 2014 IEEE Conference on Computer Vision and Pattern Recognition. doi:10.1109/cvpr.2014.220
19 Cristianini, N. and Shawe-Taylor, J. (2005). Introduction to Support Vector Machines, Kyoritsu Publishing Co.
20 Kumazawa, I. (1998). Learning and Neural Networks, Morikita Publishing Co.
21 Riera, A., et al. (2007). Unobtrusive Biometric System Based on Electroencephalogram Analysis. EURASIP Journal on Advances in Signal Processing, 2008 (1). doi:10.1155/2008/143728
22 Ishikawa, Y., et al. (2015). A Personal Classification Method Using Spatial Information of Multi-channel EEG. International Conference on Parallel and Distributed Processing International Conference on Parallel and Distributed Processing Techniques and Applications, 1, 229-235.
23 Hema, C. R., Paulraj, M. P., and Kaur, H. (2008). Brain Signatures: A Modality for Biometric Authentication. 2008 International Conference on Electronic Design. doi:10.1109/iced.2008.4786753
24 Marcel, S., and R. Millan, J. (2007). Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(4), 743-752. doi:10.1109/tpami.2007.1012
25 Palaniappan, R., and Mandic, D. P. (2007). Biometrics from Brain Electrical Activity: A Machine Learning Approach. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(4), 738-742. doi:10.1109/tpami.2007.1013
26 Nakanishi, I., Fukuda, H., and Li, S. (2013). Biometric verification using brain waves toward on-demand user management systems. Proceedings of the 6th International Conference on Security of Information and Networks--SIN' 13. doi:10.1145/2523514.2523536
27 Ishikawa, Y., Yoshida, C., Takata, M., and Joe, K. (2014). Validation of EEG Personal Authentication with Multi-channels and Multi-tasks. International Conference on Parallel and Distributed Processing International Conference on Parallel and Distributed Processing Techniques and Applications, 2, 182-188.
28 Kanamori, T., Takenouchi, T., and Murata, N. (2009). Pattern Recognition, Kyoritsu Publication.
29 Nagata, Y., and Munechika, M. (2001). Introduction to Multivariate Analysis Methods, Science, Inc.
30 Fisher, R. A. (1936). The Use of Multiple Measurements in Taxonomic Problems. Annals of Eugenics, 7(2), 179-188. doi:10.1111/j.1469-1809.1936.tb02137.x
31 Karayama, H. (2014). Outdoor EEG Personal Authentication for Wearable BMI Operation. Intelligence and Information, 26(2), 606-616.
Размещено на Allbest.ru
...Подобные документы
Education encompasses teaching and learning specific skills, and also something less tangible but more profound: the imparting of knowledge, positive judgment and well-developed wisdom. Systems education. Process. Teaching. Technology. Economics.
реферат [19,0 K], добавлен 14.05.2008The reasons of the beginning of armed conflict in Yugoslavia. Investments into the destroyed economy. Updating of arms. Features NATO war against Yugoslavia. Diplomatic and political features. Technology of the ultimatum. Conclusions for the reasons.
реферат [35,1 K], добавлен 11.05.2014The Science of Economics, Macroeconomics and Microeconomics, The Future of Economics, Economic Systems: Two Important Distinctions. Free-Market Medicine in Russia. Competitive Advantage and the Small Firm Sector. Do People Volunteer to be Unemployed.
учебное пособие [1023,0 K], добавлен 11.12.2011Control the doctors’ prescriptions. Microchip in Blood Pressure Pills Nags Patients Who Skip Meds. Microchip implants linked to cancer in animal. Microchip Implants, Mind Control, and Cybernetics. Some about VeriChip. TI microchip technology in medicine.
курсовая работа [732,8 K], добавлен 12.01.2012As is generally known, science and education are one of resources of the state, one of fundamental forms of culture of civilization, as well as competitive advantage of every individual. Basics of general theory of systems (GTS) and systemic analysis.
аттестационная работа [197,5 K], добавлен 13.10.2008The history of the emergence of Hollywood in the central region of Los Angeles, USA. Education on this territory of the first film studios and film industry. "Walk of Fame" and especially its creation. The use of science for the production of films.
презентация [6,5 M], добавлен 18.12.2014History of oil industry. "Ukrnafta" and the drilling of new wells. The environmental problems of the oil industry. Problems and prospects of development of the oil industry of Ukraine. Development and reform of the oil industry of Ukraine is required.
презентация [2,9 M], добавлен 22.04.2014People and relationships in the future. Education and medicine in the year 2050, space exploration and travel on other planets, the future of cyberspace. Finding a cure for cancer and AIDS, appearing a new diseases, using cleaner forms of energy.
презентация [4,2 M], добавлен 16.01.2010The applied science model. The basic assumptions underlying this model. Received and experiential knowledge. Oldest form of professional education. The most advanced modern teaching strategies. Projects for the development of creative abilities.
презентация [156,0 K], добавлен 09.03.2015The history of translation studies in ancient times, and it's development in the Middle Ages. Principles of translation into Greek, the texts of world's religions. Professional associations of translators. The technology and terminology translation.
дипломная работа [640,7 K], добавлен 13.06.2013The ways of selections material on the topic "Towns and places". Design a set of exercises, directed on development of writing skills, speaking, listening, reading, on the material from course books adopted by ministry of education and science of Ukraine.
курсовая работа [120,3 K], добавлен 22.04.2010The medical knowledge from Egypt. Hospital as a very important development in Middle Ages. The beginning of studying of anatomy on corpses. The beginning of new theories of disease. Great discoveries of analgetics, diagnostics development in medicine.
доклад [14,5 K], добавлен 27.12.2011An essence of marketing in the industry of hospitality. The role, place of hospitality in the sphere of services. The modern tendencies of development of the world industry of hospitality. The marketing concept, franchising, development of a new product.
курсовая работа [57,8 K], добавлен 19.06.2011Steps of education in the USA: a four-year high school and eight-year elementary school. Separation of the higher education: liberal arts and professional. Difference in the American system of school education from the systems in other countries.
презентация [2,2 M], добавлен 08.06.2010Geographical position and features of the political system of Russian Federation. Specific of climate of country. Level of development of sphere of education and health protection of the state. Features of national kitchen, Russian traditional dishes.
презентация [132,0 K], добавлен 14.03.2014Regarding the development stages of the education system in England XIX - XXI century. The system of primary and secondary education in England. The traditional base of British higher education system of universities, polytechnic schools and colleges.
презентация [509,1 K], добавлен 20.12.2013The racism endemic in the australian labour movement at the start of its development. The vortex of accusations against the labour movement about migration. A hardback book opposing white Australia. The verbal allegiance to the white australia policy.
реферат [83,5 K], добавлен 23.06.2010Theoretical aspects of the application digital education resources in teaching computer science according to the capabilities of electronic programs. Capabilities of tools Microsoft Office and Macromedia Flash. Application of the program Microsoft Excel.
контрольная работа [1,5 M], добавлен 07.07.2013An analysis of the origins of the modern environmental movement. Description of the causes of environmental problems. List of defects of the market economy in relation to the environment according to Robin Hahnel. Features of the radical environmentalism.
реферат [24,8 K], добавлен 23.12.2010The use of computers in education. Improvements in health, education and trade in poor countries. Financial education as a mandatory component of the curriculum. Negative aspects of globalization. The role of globalization in the economic development.
контрольная работа [57,9 K], добавлен 13.05.2014
