{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,22]],"date-time":"2025-11-22T17:01:21Z","timestamp":1763830881646,"version":"3.28.0"},"reference-count":50,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1109\/ice.2017.8280071","type":"proceedings-article","created":{"date-parts":[[2018,2,7]],"date-time":"2018-02-07T21:42:10Z","timestamp":1518039730000},"page":"1578-1583","source":"Crossref","is-referenced-by-count":22,"title":["Brain computer interface systems using non-invasive electroencephalogram signal: A literature review"],"prefix":"10.1109","author":[{"given":"Sunil","family":"Kalagi","sequence":"first","affiliation":[]},{"given":"Jose","family":"Machado","sequence":"additional","affiliation":[]},{"given":"Vitor","family":"Carvalho","sequence":"additional","affiliation":[]},{"given":"Filomena","family":"Soares","sequence":"additional","affiliation":[]},{"given":"Demetrio","family":"Matos","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","article-title":"Fuzzy Tracking and Control Algorithm for an SSVEP-Based BCI System","author":"yeou-jiunn","year":"2016","journal-title":"Applied Sciences MDPI"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ECAI.2016.7861088"},{"key":"ref33","first-page":"83","article-title":"An online EEG-based braincomputer interface for controlling hand grasp using an adaptive probabilistic neural network","volume":"2011","author":"hazrati","year":"2010","journal-title":"Medical Engineering & Physics BioMedical Engineering"},{"key":"ref32","article-title":"Smart Brain-Controlled Wheelchair and devices based on EEG in Low-cost for disabled person","author":"akila","year":"2015","journal-title":"International Journal of Computers Communication Networks and Circuit Systems (IJCCN)"},{"key":"ref31","article-title":"Brain Computer Interface using Machine Learning","author":"soare","year":"2016","journal-title":"International conference on human-computer interaction"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1186\/1743-0003-9-50"},{"journal-title":"Adaptation in P300 braincomputer interfaces A two-classifier cotraining approach","year":"2010","author":"panicker","key":"ref37"},{"key":"ref36","article-title":"Adaptive Spatial Filtering Methods for Nonstationary BCIs","author":"tomioka","year":"2006","journal-title":"Workshop on Information-Based Induction Sciences2003"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICBBT.2010.5478986"},{"key":"ref34","first-page":"9","article-title":"Fuzzy entropy relevance analysis in DWT and EMD for BCI motor imagery applications","volume":"20","author":"boris","year":"2015","journal-title":"ing Bogot&#x00E1;"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4471-6584-2_7"},{"key":"ref27","article-title":"A Review: Analysis of EEG Signal based Brain-Computer Interface","volume":"3","author":"gaikwad","year":"2014","journal-title":"International Journal of Science and Research"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2016.2557070"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/s120201211"},{"key":"ref1","article-title":"Literature Review of Brain Computer Interface (BCI) Using Electroencephalogram Signal","author":"pravin","year":"2015","journal-title":"International Conference on Pervasive Computing (ICPC)"},{"key":"ref20","article-title":"Brain Computer interface: The Present and Future Technology","volume":"3","author":"cidhart","year":"2014","journal-title":"International Journal of Engineering Research and Technology (IJERT)"},{"key":"ref22","article-title":"An Exploration on Brain Computer Interface and Its Trends","volume":"1","author":"rao","year":"2011","journal-title":"Int J Adv Res Artificial Intell"},{"key":"ref21","article-title":"Brain Computer interface: A survey on Feature Extraction Techniques for Brain Signal","volume":"5","author":"sonil","year":"2016","journal-title":"IJIRS"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/8\/2\/025002"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.5772\/7032"},{"key":"ref26","first-page":"117","volume":"4","author":"ghassemzadeh","year":"2016","journal-title":"A review on EEG based brain computer interface systems feature extraction methods"},{"key":"ref25","article-title":"Survey on EEG signal processing Methods","volume":"4","author":"lakshmi","year":"2014","journal-title":"International Journal of Advanced research in Comuter Science and Software Engineeering"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2013.2295006"},{"key":"ref10","article-title":"A Review on EEG Based Brain Computer Interface Systems","volume":"4","author":"padmavathi","year":"2014","journal-title":"International Journal of Emerging Technology and Advanced Engineering"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/11\/2\/026018"},{"key":"ref40","article-title":"Adaptive Methods in BCI Research-An Introductory Tutorial","volume":"10","author":"schlogl","year":"2010","journal-title":"Brain-Computer Interfaces Springer the Frontiers Collection"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/4\/2\/R03"},{"key":"ref13","article-title":"Heading for new shores! Overcoming pitfalls in BCI design","author":"chavarriage","year":"2016","journal-title":"Brain-Computer Interfaces"},{"key":"ref14","first-page":"26","article-title":"Towards human brain signal preprocessing and artifact rejection methods","author":"mehmood","year":"2016","journal-title":"International Conference on Biomedical Engineering and Sciences"},{"key":"ref15","first-page":"2525","article-title":"Analysis of Electroencephalography (EEG) Signals and Its Categorization- A Astudy","author":"kumar","year":"2012","journal-title":"International Conference on Modeling Optimization and Computing (ICMOC)"},{"key":"ref16","article-title":"EEG Based BCI System: Importance, Challenges and Techniques","author":"sharma","year":"2013","journal-title":"Conference Paper"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/IranianCEE.2016.7585567"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/4562601"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/12\/3\/031001"},{"key":"ref4","first-page":"113","article-title":"Brain-Computer interfaces for communication and control","volume":"767?791","author":"wolpaw","year":"2002","journal-title":"Clinical Neurophysiology"},{"key":"ref3","article-title":"A Survey of Interactive Systems based on Brain-Computer Interfaces","volume":"4","author":"alessandro","year":"2013","journal-title":"SBCO Journal on 3D Interactive Systems"},{"key":"ref6","article-title":"The future of Brain-Computer Interfacing","author":"nijholt","year":"2016","journal-title":"5th International Conference on Informatics Electronics and Vision(ICIEV)"},{"key":"ref5","article-title":"A Review of Methods and Applications of Brain Computer Interface Systems","author":"nasim","year":"2016","journal-title":"0345&#x2013;0350 IEEE"},{"key":"ref8","article-title":"A Comparison of EEG Preprocessing Methods using Time Delay Neural Networks??","author":"rao","year":"2005","journal-title":"Proceedings of the 2 International IEEE EMBS Conference on Neural Engineering Arlington"},{"key":"ref7","first-page":"34","article-title":"Comparative analysis of strategies for feature extraction and classification in SSVEP BCIs","author":"sarah","year":"2015","journal-title":"Biomedical Signal Processing and Control"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/10\/1\/016002"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.eij.2015.06.002"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1088\/1741-2560\/3\/1\/R02"},{"journal-title":"Wavelet neural network classification of EEG Signals by using AR model with MLE preprocessing","year":"2005","author":"subasia","key":"ref45"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1162\/NECO_a_00460"},{"key":"ref47","article-title":"E-sense Algorithm Based Wireless Wheelchair Control Using Brain Waves","author":"shanmugaraju","year":"2016","journal-title":"IOSR Journal of Electrical and Electronics Engineering"},{"key":"ref42","article-title":"Brain Computer Interfaces for Medical Applications","author":"postelnicul","year":"2010","journal-title":"Bulletin of the Transilvania University Engineering Sciences"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.17485\/ijst\/2016\/v9i13\/85908"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2014.6889525"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2004.10.009"}],"event":{"name":"2017 International Conference on Engineering, Technology and Innovation (ICE\/ITMC)","start":{"date-parts":[[2017,6,27]]},"location":"Madeira Island, Portugal","end":{"date-parts":[[2017,6,29]]}},"container-title":["2017 International Conference on Engineering, Technology and Innovation (ICE\/ITMC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8269762\/8279853\/08280071.pdf?arnumber=8280071","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,2,28]],"date-time":"2018-02-28T21:36:51Z","timestamp":1519853811000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8280071\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/ice.2017.8280071","relation":{},"subject":[],"published":{"date-parts":[[2017,6]]}}}