Soft, curved electrode systems capable of integration on the auricle as a persistent brain-computer interface

Proceedings of the National Academy of Sciences of the United States of America

Volumn 112, Issue 13, 2015, Pages 3920-3925

  Norton, James J S ^a   Lee, Dong Sup ^b   Lee, Jung Woo ^c,d   Lee, Woosik ^b   Kwon, Ohjin ^b   Won, Phillip ^c   Jung, Sung Young ^c,e   Cheng, Huanyu ^f   Jeong, Jae Woong ^g   Akce, Abdullah ^h   Umunna, Stephen ⁱ   Na, Ilyoun ^c,e   Kwon, Yong Ho ^c   Wang, Xiao Qi ^j   Liu, Zhuang Jian ^k   Paik, Ungyu ^d   Huang, Yonggang ^f   Bretl, Timothy ^c   Yeo, Woon Hong ^b   Rogers, John A ^c   Bao, Zhenan ^l   more..

^a UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^b Virginia Commonwealth University   (United States)

^c University of Illinois at Urbana Champaign   (United States)

^d Hanyang University   (South Korea)

^e Pohang University of Science and Technology (POSTECH)   (South Korea)

^f NORTHWESTERN UNIVERSITY   (United States)

^g UNIVERSITY OF COLORADO   (United States)

^h GOOGLE INC   (United States)

ⁱ UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

^j NORTHWESTERN UNIVERSITY   (United States)

^k INSTITUTE OF HIGH PERFORMANCE COMPUTING   (Singapore)

^l STANFORD UNIVERSITY   (United States)

more..

Author keywords

Auricle integration; Brain computer interface; Soft electronics; Text speller

Indexed keywords

ALPHA RHYTHM; ARTICLE; BIOCOMPATIBILITY; BRAIN COMPUTER INTERFACE; CONTROLLED STUDY; CORRELATION ANALYSIS; DISSOLUTION; EAR; ELECTRIC RESISTANCE; ELECTROENCEPHALOGRAPH ELECTRODE; EVENT RELATED POTENTIAL; EVOKED VISUAL RESPONSE; EXERCISE; FRACTAL ANALYSIS; HUMAN; HUMAN EXPERIMENT; IMPEDANCE; INFRARED PHOTOGRAPHY; KERATINOCYTE; MASTOID; MECHANICS; NORMAL HUMAN; PRIORITY JOURNAL; SIGNAL NOISE RATIO; SLEEP; STEADY STATE; SURFACE PROPERTY; WIRELESS COMMUNICATION; COGNITION; COMPUTER; DEVICES; ELECTRODE; ELECTROENCEPHALOGRAPHY; ELECTRONICS; EQUIPMENT DESIGN; EXTERNAL EAR; PROCEDURES; SIGNAL PROCESSING;

BRAIN-COMPUTER INTERFACES; COGNITION; COMPUTERS; EAR, EXTERNAL; ELECTRODES; ELECTROENCEPHALOGRAPHY; ELECTRONICS; EQUIPMENT DESIGN; EVENT-RELATED POTENTIALS, P300; FRACTALS; HUMANS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SIGNAL-TO-NOISE RATIO;

EID: 84926303082     PISSN: 00278424     EISSN: 10916490     Source Type: Journal    
DOI: 10.1073/pnas.1424875112     Document Type: Article

References (46)

1. Haas LF (2003) Hans Berger (1873-1941), Richard Caton (1842-1926), and electroencephalography. J Neurol Neurosurg Psychiatry 74(1):9.
2. Smith SJM (2005) EEG in the diagnosis, classification, and management of patients with epilepsy. J Neurol Neurosurg Psychiatry 76(Suppl 2):ii2-ii7.
3. Kutas M, Federmeier KD (2000) Electrophysiology reveals semantic memory use in language comprehension. Trends Cogn Sci 4(12):463-470.
4. Babiloni C, et al. (2014) Cortical EEG alpha rhythms reflect task-specific somatosensory and motor interactions in humans. Clin Neurophysiol 125(10):1936-1945.
5. Searle A, Kirkup L (2000) A direct comparison of wet, dry and insulating bioelectric recording electrodes. Physiol Meas 21(2):271-283.
6. Ferree TC, Luu P, Russell GS, Tucker DM (2001) Scalp electrode impedance, infection risk, and EEG data quality. Clin Neurophysiol 112(3):536-544.
7. David Hairston W, et al. (2014) Usability of four commercially-oriented EEG systems. J Neural Eng 11(4):046018.
8. Lopez-Gordo MA, Sanchez-Morillo D, Pelayo Valle F (2014) Dry EEG electrodes. Sensors (Basel) 14(7):12847-12870.
9. Salvo P, et al. (2012) A 3D printed dry electrode for ECG/EEG recording. Sens Actuators A Phys 174:96-102.
10. Grozea C, Voinescu CD, Fazli S (2011) Bristle-sensors-Low-cost flexible passive dry EEG electrodes for neurofeedback and BCI applications. J Neural Eng 8(2):025008.
11. Liao LD, Wang IJ, Chen SF, Chang JY, Lin CT (2011) Design, fabrication and experimental validation of a novel dry-contact sensor for measuring electroencephalography signals without skin preparation. Sensors (Basel) 11(6):5819-5834.
12. Chi YM, Jung TP, Cauwenberghs G (2010) Dry-contact and noncontact biopotential electrodes: Methodological review. IEEE Rev Biomed Eng 3:106-119.
13. Oehler M, Neumann P, Becker M, Curio G, Schilling M (2008) Extraction of SSVEP signals of a capacitive EEG helmet for human machine interface. Conf Proc IEEE Eng Med Biol Soc 2008:4495-4498.
14. Lee SM, et al. (2014) Self-adhesive epidermal carbon nanotube electronics for tetherfree long-term continuous recording of biosignals. Sci Rep 4:6074.
15. Mota AR, et al. (2013) Development of a quasi-dry electrode for EEG recording. Sens Actuators A Phys 199:310-317.
16. Myers AC, Huang H, Zhu Y (2015) Wearable silver nanowire dry electrodes for electrophysiological sensing. RSC Adv 5(15):11627-11632.
17. Bundy D, Leuthardt E (2014) An Ipsilateral, Contralesional BCI in Chronic Stroke Patients. Brain-Computer Interface Research, SpringerBriefs in Electrical and Computer Engineering, eds Guger C, Vaughan T, Allison B (Springer, New York), pp 19-29.
18. Marlow N, Wolke D, Bracewell MA, Samara M; EPICure Study Group (2005) Neurologic and developmental disability at six years of age after extremely preterm birth. N Engl J Med 352(1):9-19.
19. Wang LF, Liu JQ, Yang B, Yang CS (2012) PDMS-based low cost flexible dry electrode for long-term EEG measurement. IEEE Sens J 12(9):2898-2904.
20. Wang L-F, Liu J-Q, Yan X-X, Yang B, Yang C-S (2013) A MEMS-based pyramid microneedle electrode for long-term EEG measurement. Microsyst Technol 19(2):269-276.
21. Lee SM, et al. (2013) A capacitive, biocompatible and adhesive electrode for longterm and cap-free monitoring of EEG signals. J Neural Eng 10(3):036006.
22. Hoon Lee J, et al. (2014) CNT/PDMS-based canal-typed ear electrodes for inconspicuous EEG recording. J Neural Eng 11(4):046014.
23. Costa JC, Da-Silva PJ, Almeida RM, Infantosi AF (2014) Validation in principal components analysis applied to EEG data. Comput Math Methods Med 2014:413801.
24. Looney D, et al. (2012) The in-the-ear recording concept: User-centered and wearable brain monitoring. IEEE Pulse 3(6):32-42.
25. Hattori Y, et al. (2014) Multifunctional skin-like electronics for quantitative, clinical monitoring of cutaneous wound healing. Adv Healthc Mater 3(10):1597-1607.
26. Kim DH, et al. (2011) Epidermal electronics. Science 333(6044):838-843.
27. Jeong JW, et al. (2013) Materials and optimized designs for human-machine interfaces via epidermal electronics. Adv Mater 25(47):6839-6846.
28. Yeo W-H, et al. (2013) Multifunctional epidermal electronics printed directly onto the skin. Adv Mater 25(20):2773-2778.
29. Giselbrecht S, Rapp BE, Niemeyer CM (2013) The chemistry of cyborgs-Interfacing technical devices with organisms. Angew Chem Int Ed Engl 52(52):13942-13957.
30. Hammock ML, Chortos A, Tee BCK, Tok JBH, Bao Z (2013) 25th anniversary article: The evolution of electronic skin (e-skin): A brief history, design considerations, and recent progress. Adv Mater 25(42):5997-6038.
31. Ningqi L, Jun D, Ni Z, Leung BHK, Poon CCY (2014) Mobile health: Design of flexible and stretchable electrophysiological sensors for wearable healthcare systems. 2014 11th International Conference on Wearable and Implantable Body Sensor Networks (BSN) (IEEE Computer Society Washington, DC), pp 87-91.
32. Pang C, et al. (2015) Highly skin-conformal microhairy sensor for pulse signal amplification. Adv Mater 27(4):634-640.
33. Voskerician G, et al. (2003) Biocompatibility and biofouling of MEMS drug delivery devices. Biomaterials 24(11):1959-1967.
34. Baek D-H, et al. (2014) A thin film polyimide mesh microelectrode for chronic epidural electrocorticography recording with enhanced contactability. J Neural Eng 11(4):046023.
35. Dencheva M, et al. (2014) Thermovision in dental allergology. J IMAB 20(3):558-562.
36. Padilla-Medina JA, et al. (2014) Assessment technique for acne treatments based on statistical parameters of skin thermal images. J Biomed Opt 19(4):046019.
37. Liao LD, et al. (2012) Gaming control using a wearable and wireless EEG-based brain-computer interface device with novel dry foam-based sensors. J Neuroeng Rehabil 9:5.
38. Lin CT, et al. (2011) Novel dry polymer foam electrodes for long-term EEG measurement. IEEE Trans Bio-Med Eng 58(5):1200-1207.
39. Prats-Boluda G, Ye-Lin Y, Garcia-Breijo E, Ibanez J, Garcia-Casado J (2012) Active flexible concentric ring electrode for non-invasive surface bioelectrical recordings. Meas Sci Technol 23(12):125703.
40. Jeong JW, et al. (2014) Capacitive epidermal electronics for electrically safe, long-term electrophysiological measurements. Adv Healthc Mater 3(5):642-648.
41. Müller MM, Hillyard S (2000) Concurrent recording of steady-state and transient event-related potentials as indices of visual-spatial selective attention. Clin Neurophysiol 111(9):1544-1552.
42. Schalk G, McFarland DJ, Hinterberger T, Birbaumer N, Wolpaw JR (2004) BCI2000: A general-purpose, brain-computer interface (BCI) system. IEEE Trans Bio-Med Eng 51(6):1034-1043.
43. Bin G, Gao X, Yan Z, Hong B, Gao S (2009) An online multi-channel SSVEP-based brain-computer interface using a canonical correlation analysis method. J Neural Eng 6(4):046002.
44. Akce A (2013) Human control of robots over discrete noisy channels with high latency: Toward efficient EEG-based brain-robot interfaces. Doctoral dissertation (University of Illinois at Urbana-Champaign, Champaign, IL).
45. Cecotti H (2010) A self-paced and calibration-less SSVEP-based brain-computer interface speller. IEEE Trans Neural Syst Rehabil Eng 18(2):127-133.
46. Delorme A, Makeig S (2004) EEGLAB: An open source toolbox for analysis of singletrial EEG dynamics including independent component analysis. J Neurosci Methods 134(1):9-21.