The Smartphone Brain Scanner: A Portable Real-Time Neuroimaging System

被引:70
作者
Stopczynski, Arkadiusz [1 ]
Stahlhut, Carsten [1 ]
Larsen, Jakob Eg [1 ]
Petersen, Michael Kai [1 ]
Hansen, Lars Kai [1 ]
机构
[1] Tech Univ Denmark, DTU Compute, Sect Cognit Syst, DK-2800 Lyngby, Denmark
来源
PLOS ONE | 2014年 / 9卷 / 02期
关键词
EEG SOURCE RECONSTRUCTION; OPEN-SOURCE SOFTWARE; COMPUTER INTERFACE; CLASSIFICATION; DYNAMICS;
D O I
10.1371/journal.pone.0086733
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Combining low-cost wireless EEG sensors with smartphones offers novel opportunities for mobile brain imaging in an everyday context. Here we present the technical details and validation of a framework for building multi-platform, portable EEG applications with real-time 3D source reconstruction. The system - Smartphone Brain Scanner - combines an off-the-shelf neuroheadset or EEG cap with a smartphone or tablet, and as such represents the first fully portable system for real-time 3D EEG imaging. We discuss the benefits and challenges, including technical limitations as well as details of real-time reconstruction of 3D images of brain activity. We present examples of brain activity captured in a simple experiment involving imagined finger tapping, which shows that the acquired signal in a relevant brain region is similar to that obtained with standard EEG lab equipment. Although the quality of the signal in a mobile solution using an off-the-shelf consumer neuroheadset is lower than the signal obtained using high-density standard EEG equipment, we propose mobile application development may offset the disadvantages and provide completely new opportunities for neuroimaging in natural settings.
引用
收藏
页数:10
相关论文
共 50 条
  • [21] The real-time fMRI neurofeedback based stratification of Default Network Regulation Neuroimaging data repository
    McDonald, Amalia R.
    Muraskin, Jordan
    Van Dam, Nicholas T.
    Froehlich, Caroline
    Puccio, Benjamin
    Pellman, John
    Baue, Clemens C. C.
    Akeyson, Alexis
    Breland, Melissa M.
    Calhoun, Vince D.
    Carter, Steven
    Chang, Tiffany P.
    Gessner, Chelsea
    Gianonne, Alyssa
    Giavasis, Steven
    Glass, Jamie
    Homann, Steven
    King, Margaret
    Kramer, Melissa
    Landis, Drew
    Lieval, Alexis
    Lisinski, Jonathan
    Mackay-Brandt, Anna
    Miller, Brittny
    Panek, Laura
    Reed, Hayley
    Santiago, Christine
    Schoell, Eszter
    Sinnig, Richard
    Sital, Melissa
    Taverna, Elise
    Tobe, Russell
    Trautman, Kristin
    Varghese, Betty
    Walden, Lauren
    Wang, Runtang
    Waters, Abigail B.
    Wood, Dylan C.
    Castellanos, F. Xavier
    Leventhal, Bennett
    Colcombe, Stanley J.
    LaConte, Stephen
    Milham, Michael P.
    Craddock, R. Cameron
    NEUROIMAGE, 2017, 146 : 157 - 170
  • [22] track-It! Real-Time Reputation Analysis System
    Villena-Roman, Julio
    Garcia-Morera, Janine
    Carlos Gonzalez-Cristobal, Jose
    PROCESAMIENTO DEL LENGUAJE NATURAL, 2014, (53): : 197 - 200
  • [23] A Real-Time Abnormal Heartbeat Detection and Emergency System
    Lin, Chun-Cheng
    Huang, Shu-Wei
    Chen, Qi-Yuan
    2015 INTERNATIONAL CONFERENCE ON FUZZY THEORY AND ITS APPLICATIONS (IFUZZY), 2015, : 12 - 17
  • [24] Real-Time Vehicle Make and Model Recognition System
    Manzoor, Muhammad Asif
    Morgan, Yasser
    Bais, Abdul
    MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2019, 1 (02): : 611 - 629
  • [25] Real-Time Decoding of Brain Responses to Visuospatial Attention Using 7T fMRI
    Andersson, Patrik
    Pluim, Josien P. W.
    Siero, Jeroen C. W.
    Klein, Stefan
    Viergever, Max A.
    Ramsey, Nick F.
    PLOS ONE, 2011, 6 (11):
  • [26] Analysis of brain signal processing and real-time EEG signal enhancement
    Sharma, Prakash Chandra
    Raja, Rohit
    Vishwakarma, Santosh Kumar
    Sharma, Sanjiv
    Mishra, Pankaj Kumar
    Kushwah, Vivek Singh
    MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (28) : 41013 - 41033
  • [27] A Wireless Brain-Machine Interface for Real-Time Speech Synthesis
    Guenther, Frank H.
    Brumberg, Jonathan S.
    Wright, E. Joseph
    Nieto-Castanon, Alfonso
    Tourville, Jason A.
    Panko, Mikhail
    Law, Robert
    Siebert, Steven A.
    Bartels, Jess L.
    Andreasen, Dinal S.
    Ehirim, Princewill
    Mao, Hui
    Kennedy, Philip R.
    PLOS ONE, 2009, 4 (12):
  • [28] Real-time monitoring of human blood-brain barrier disruption
    Kiviniemi, Vesa
    Korhonen, Vesa
    Kortelainen, Jukka
    Rytky, Seppo
    Keinanen, Tuija
    Tuovinen, Timo
    Isokangas, Matti
    Sonkajarvi, Eila
    Siniluoto, Topi
    Nikkinen, Juha
    Alahuhta, Seppo
    Tervonen, Osmo
    Turpeenniemi-Hujanen, Taina
    Myllyla, Teemu
    Kuittinen, Outi
    Voipio, Juha
    PLOS ONE, 2017, 12 (03):
  • [29] Real-time hybrid testing of a smart base isolation system
    Chen, Pei-Ching
    Tsai, Keh-Chyuan
    Lin, Pei-Yang
    EARTHQUAKE ENGINEERING & STRUCTURAL DYNAMICS, 2014, 43 (01) : 139 - 158
  • [30] A Real-Time Apple Grading System Using Multicolor Space
    Toylan, Hayrettin
    Kuscu, Hilmi
    SCIENTIFIC WORLD JOURNAL, 2014,