OpenBCI Searchable Citation List
The version of the browser you are using is no longer supported. Please upgrade to a supported browser.Dismiss

View only
YearOpenBCI Board UsedElectrode / Other ProductsAuthor(s)TitleURLJournal/ConferenceDOILanguageKeyword(s)Notes
Myoware Muscle Sensor
Skintact Foam Electrodes
Wilver Auccahuasi, Grisi Bernardo, Madelaine Bernardo, Alfonso Fuentes, Fernando Sernaque, Elizabeth Oré
Control and remote monitoring of muscle activity and stimulation in the rehabilitation process for muscle recovery
Healthcare Paradigms in the Internet of Things Ecosystem,
Control, Electromyography, Interface, Monitoring, Muscle, Web service
2020Cyton BoardJorge Luis Lozano RodríguezDesign and fabrication method for a microneedle electrode with flexible backing for biosignals monitoring of British Columbia Thesis10.14288/1.0395339EnglishElectrodes, Design, Fabrication, Microneedle, Biosignal monitoring
2020Cyton Board
Dry EEG Comb Electrodes
Fangmeng Zeng, Panote Siriaraya, Dongeun Choi, Noriaki Kuwahara
Textile EEG Cap using Dry-Comb Electrodes for Emotion Detection of Elderly People
International Journal of Advanced Computer Science and Applications (IJACSA)
EEG monitoring, Elderly people, Emotion detection, Textile EEG cap, Wearing-comfort
2020Headband Kit
Callum Young, Gabriel Miles, Ben Adams, Meghan Edgerton
Morse-Code Encoded Eye Blinking as a Source of Biometric Authentication via EEG
Boise State University Mathematics Senior Showcase
EnglishMorse code, EEG, Biometric authentication, Eye blinking, Password
2020Cyton+Daisy BoardUltracortex Mark IV
Lenka Hanáková, Vladimír Socha, Jan Bořil, Lukáš Herman, Jan Štrobl, Terézia Pilmannová
Subjective Evaluation of Fatigue in Pilots During 24-hour Testing
2020 New Trends in Civil Aviation (NTCA), Prague, 2020
EnglishFatigue; Monitoring; Instruments; Task analysis; NASA; Matlab; Airports; aviation; electroencephalography; fatigue; human factors; pilot; questionnaire; safety
2020Cyton BoardUltracortex Mark IV
Edgar P. Torres P., Edgar Torres H., Myriam Hernández-Álvarez, Sang Guun Yoo
EEG-Based BCI Emotion Recognition Using the Stock-Emotion Dataset
Advances in Intelligent Systems and Computing book series (AISC, volume 1302)
EnglishEmotion recognition, BCI, EEG, Machine learning, Feature extraction, stock trading,
2020Cyton Board3rd party EEG cap
C. A. S. Filho, J. I. Serrano, R. Attux, G. Castellano, E. Rocon and M. D. d. Castillo
Criteria for event-related (de)synchronization detection and feature consistency for motor imagery-based neuromodulation
2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE), Cincinnati, OH, 2020
EnglishElectrodes; Pediatrics; Area measurement; Feature extraction; Electroencephalography; Indexes; Task analysis; motor imagery; feature selection; neuromodulation; event-related desynchronization; electroencephalography
2020Cyton Board
R. Cassani, A. Tiwari, I. Posner, B. Afonso and T. H. Falk
Initial Investigation into Neurophysiological Correlates of Argentine Tango Flow States: a Case Study
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, 2020, pp. 3478-3483
10.1109/SMC42975.2020.9282835EnglishTechnological innovation; Wearable computers; Electrocardiography; Depression; Electroencephalography; Real-time systems; Stress; Argentine tango; ECG ; EEC; flow; hyperscan
2020Cyton Board
Skintact Foam Electrodes
M. -A. Moinnereau, A. Oliveira and T. H. FalkSaccadic Eye Movement Classification Using ExG Sensors Embedded into a Virtual Reality Headset
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON, 2020, pp. 3494-3498
10.1109/SMC42975.2020.9283019EnglishElectrooculography , electroencephalography , eye movement , head-mounted display , virtual reality , SVM , MLP, saccade
2020Cyton Board
M. Wang, M. Bulger, Y. Dai, K. Noël, C. Axon, A. Brandenberger, S. Fay, Z. Gao, S. Gilmer, J. Hamdan, P. Humane, J. Jiang, C. Killian, I. Langleben, B. Li, A. M. Zamora, S. Mavromatis, S. Njini, R. Riachi, C. Rong, A. Zhen, M. Xiong
A 3D-Printed, Adjustable Armband for Electromyography-Based Finger Movement Classification With Haptic Feedback
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON
EnglishElectrodes; Fingers; Machine learning; Feature extraction; User experience; Haptic interfaces; Prosthetics; augmented reality; electromyography; haptic interfaces; human computer interaction; machine learning
2020Cyton+Daisy BoardUltracortex Mark IV
Ker-Jiun Wang, Caroline Yan Zheng, Mohammad Shidujaman, Maitreyee Wairagkar, Mariana von Mohr
Jean Joseph v2.0 (REmotion): Make Remote Emotion Touchable, Seeable and Thinkable by Direct Brain-to-Brain Telepathy Neurohaptic Interface Empowered by Generative Adversarial Network
2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Toronto, ON
EnglishPandemics; Generative adversarial networks; Robot sensing systems; Brain-computer interfaces; Haptic interfaces; History; Gallium nitride; Brain-Computer Interface; Affective Computing; Deep Learning; GAN; Wearable Computing; Human-Centered UI/UX Design; Remote Communication; Haptic Interface; Emotion
2020Cyton BoardUltracortex Mark IV
Pierre Gander, Jonathan Rittmo, Rickard Carlsson, Robert Lowe
A social differential outcomes learning task: Performance, EEG, and questionnaire data in Brief, Volume 33, 2020
EnglishAffective processing, Social learning, Inference, Knowledge transfer, EEG
2020Cyton+Daisy BoardUltracortex Mark IVSridhar, S.; Manian, VEEG and Deep Learning Based Brain Cognitive Function Classification 2020, 9(4), 104
Englishdeep learning; auditory and olfactory sensory functions; motor imagery and movement function; electroencephalogram; deep neural network; mild cognitive impairment
2020Cyton Board
E. M. Camilo, J. A. M. Gutiérrez, O. P. Ramírez, J. G. Martínez, A. V. Hernández and L. L. Salas
A Functional Electrical Stimulation Controller for Contralateral Hand Movements Based on EMG Signals
2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), Mexico City, 2020
EnglishIron; Calibration; Task analysis; Electrical stimulation; Control systems; Graphical user interfaces; Software packages; Functional Electrical Stimulation; EMG; Hand Movement; Control; Upper Limb; Stroke; Hemiplegia; Rehabilitation; Functional Task; Biofeedback
2020A. Abdeltawab and A. AhmadClassification of Motor Imagery EEG Signals Using Machine Learning
2020 IEEE 10th International Conference on System Engineering and Technology (ICSET)
doi: 10.1109/ICSET51301.2020.9265364
EnglishElectroencephalography , Feature extraction , Brain modeling , Task analysis , Support vector machines , Data models , Training, Motor Imagery Classification , EEG , Machine learning , Linear Discriminant Analysis (LDA) , Common Spatial Pattern (CSP)
2020Cyton Boardcustom facepadIqram Hussain; Se Jin ParkHealthSOS: Real-time Health Monitoring System for Stroke Prognostics
EnglishElectroencephalography, Feature extraction, Monitoring, Stroke (medical condition), Electrodes, Biomedical monitoring, Sleep, Sensor systems and applications, Brain-computer interfaces, Neuroscience
2020Cyton+Daisy BoardEEG Electrode Cap Kit
Kunal Gupta, Jovana Lazarevic, Yun Suen Pai, and Mark Billinghurst
AffectivelyVR: Towards VR Personalized Emotion Recognition
In 26th ACM Symposium on Virtual Reality Software and Technology (VRST '20)
Human-centered computing, Human computer interaction (HCI), Interaction paradigms, Virtual reality
2020Cyton BoardEEG Electrode Cap Kit
Rogerio Gabriel, Marilda M. Spindola and Marcello Chiaramonte
Wavelets and SVM analysis applied to signals responsive to auditory and visual stimulus captured by EEG in students with ADHD
Revista Argentina de BioingenieríaEnglish
cognitive pattern disturbances, electroencephalography, wavelets and Morlet, SVM.
2020Cyton Board
A. F. Setiawan, A. D. Wibawa, M. H. Purnomo and W. R. Islamiyah
Monitoring Stroke Rehabilitation Re-Learning Program using EEG Parameter: A preliminary study for developing self-monitoring system for stroke rehabilitation during new normal
2020 International Seminar on Application for Technology of Information and Communication (iSemantic)
stroke rehabilitation, electroencephalograph, statistical parameters, time-domain feature extraction, EEG analysis for stroke rehabilitation
Browarska, N., Kawala-Sterniuk, A., Chechelski, P., & Zygarlicki, J
Analysis of brain waves changes in stressful situations based on horror game with the implementation of virtual reality and brain-computer interface system: a case study
Bio-Algorithms and Med-Systems (published online ahead of print 2020)
brain-computer interfaces; electroencephalography; games; open-BCI; virtual reality
2020GanglionHeadband Kit
Manuel Olguín Muñoz, Roberta Klatzky, Junjue Wang, Padmanabhan Pillai, Mahadev Satyanarayanan, James Gross
Impact of delayed response on Wearable Cognitive Assistance
Wearable Cognitive Assistants (WCA), Interaction, Feedback, Behavior
2020Cyton Board
Skintact Foam Electrodes
Mohamed Fawzan HussainDevelopment of an EOG Classification System for SCI Prosthetic Hand Movement
Esteamed Journal: Year 3EnglishEOG, prosthetic, movement, machine learning, spinal cord injury
2020Cyton Board
Skintact Foam Electrodes
Angela Vujic, Rosalind Picard. Stephanie Tong, Pattie Maes
Going with our Guts: Potentials of Wearable Electrogastrography (EGG) for Affect Detection
Proceedings of the 2020 International Conference on Multimodal Interaction
Affect detection, Affective computing, electrogastrography (EGG), electrodermal activity (EDA), Wearable devices
2020Cyton BoardUltracortex Mark IVLaRocco John, Le Minh Dong, Paeng Dong-GukA Systemic Review of Available Low-Cost EEG Headsets Used for Drowsiness Detection
Frontiers in Neuroinformatics
electroencephalography (EEG), drowsiness detection, low-cost, consumer EEG, fatigue detection, device portability
2020Cyton BoardEEG Electrode Cap Kit
Isao Sakamaki, Mahdi Tavakoli, Sandra Wiebe, Kim Adams
Integration of an Eye Gaze Interface and BCI with Biofeedback for Human-Robot Interaction
Human Interface Cyber Colloquium 202010.7939/r3-n8hm-0p20English
eye tracker, eye gaze interface, brain-computer interface, human-robot interface
2020A. Miladinović , M. Ajčević , G. Silveri, A. Accardo
Performance of Dual-Augmented Lagrangian Method and Common Spatial Patterns applied in classification of Motor-Imagery BCI
GNB 2020English
brain-computer interface (BCI), electroencephalography (EEG), motor-imagery (MI)
2020GanglionGold Cup Electrodes
Dmitry Kireev, Emmanuel Okogbue, Jayanth RT, Tae-Jun Ko, Yeonwoong Jung, and Deji Akinwande
Multipurpose and Reusable Ultrathin Electronic Tattoos Based on PtSe2 and PtTe2
ACS JournalsEnglish
Epidermal electronics, 2D materials, Wearable electronics, Biosensor, Lab-on-skin, Healthcare monitoring, Functional materials, Electrooculography, Human-machine interfaces
2020Cyton Board
N. Gokul , M. S. Dhakshata , Mrs. G. Rathi, Dr. R. Anuradha
Real-Time Electric Light Control using Electro-Oculogram
Proteus JournalEnglishLight, Electro-Oculogram, Real-Time
2020Cyton BoardGold Cup ElectrodesDavid Gaddy, Dan KleinDigital Voicing of Silent Speech
EMNLP 2020EnglishSpeech, EMG, Vocabulary, Voicing, Transcription
2020Cyton BoardAg/AgCl Electrodes
Brian Penchina, Avirath Sundaresan, Sean Cheong, Adrien Martel
Deep LSTM Recurrent Neural Networkfor Anxiety Classification from EEGin Adolescents with Autism
International Conference on Brain Informatics
EnglishAnxiety, Autism, EEG, Deep learning, Breathing entrainment
2020Cyton BoardUltracortex Mark IV
M. D. Novitasari, A. D. Wibawa, M. H. Purnomo, W. R. Islamiyah and A. Fatoni
Investigating EEG Pattern During Designed-Hand Movement Tasks in Stroke Patients
2020 International Seminar on Intelligent Technology and Its Applications (ISITIA)
EEG Analysis, Monitoring Stroke Rehabilitation, Time Domain Feature, Stroke, Rehabilitation
2020Cyton BoardS. Gul, M. F. Siddiqui and N. u. RehmanFPGA-Based Design for Online Computation of Multivariate Empirical Mode Decomposition
IEEE Transactions on Circuits and Systems I: Regular Papers
Computer architecture, Hardware, Field programmable gate arrays, Generators, Signal processing algorithms, Empirical mode decomposition, Real-time systems
2020Cyton BoardUltracortex Mark IV
Erichsen, Christian Kuster; Dybvik, Henrikke; Steinert, Martin
Integration of low-cost, dry-comb EEG-electrodes with a standard electrode cap for multimodal signal acquisition during human experiments
Proceedings of NordDesign 2020, Lyngby, Denmark, 12th - 14th August 2020
EnglishEEG, fNIRS, prototyping, human centred design, experimentation
2020Cyton BoardGold Cup Electrodes
Manuel Reis Carneiro, Aníbal T. de Almeida, Mahmoud Tavakoli
Wearable and comfortable e-textile headband for long-term acquisition of forehead EEG signals
IEEE Sensors Journal10.1109/JSEN.2020.3009629English
Conformable Electronics, E-textile, Wearable sensor, Biomonitoring, Electroencephalography, Epidermal electronics
2020Ultracortex Mark IV
Ariel Guerra, Kang-Hyun Jo, Danilo Caceres, Fernando Merchan
Real Time Operator Focus Monitoring SystemBased on a Brain-Computer Interface
2020 IEEE 29th International Symposium on Industrial Electronics (ISIE)
brain-computer interface (BCI), real time analysis,focus monitoring, digital signal processing, industrial control
2020Cyton BoardLongze Sha, Ting Chen, Yu Deng, et al.Hsp90 inhibitor HSP990 in very low dose upregulates EAAT2 and exerts potent antiepileptic activity
Theranostics10.7150/thno.44721EnglishTemporal lobe epilepsy, Hsp90, EAAT2, HSP990
2020Cyton BoardUltracortex Mark IV
Naveen Senniappan Karuppusamy, Bo-Yeong Kang
Multimodal System to Detect Driver Fatigue Using EEG, Gyroscope, and Image Processing
IEEE Access10.1109/ACCESS.2020.3009226English
Vehicles, Fatigue, Sleep, Electroencephalography, Sensors, Gyroscopes, Biomedical monitoring, Deep neural networks, driver fatigue detection, electroencephalography module, gyroscope module, multimodal system, tensorflow, vision module
2020Cyton+Daisy Board
Skintact Foam Electrodes
R. Cassani, M. Moinnereau, L. Ivanescu, O. Rosanne and T. H. Falk
Neural Interface Instrumented Virtual Reality Headsets: Toward Next-Generation Immersive Applications
IEEE Systems, Man, and Cybernetics Magazine
Augmented reality, Quality of experience, Distance measurement, Headphones, Time measurement, Virual reality, Neural engineering
2020Cyton BoardUltracortex Mark IV
Jonathan Rittmo, Rickard Carlsson, Pierre Gander, Robert Lowe
Vicarious Value Learning: Knowledge transfer through affective processing on a social differential outcomes task
Acta Psychologica, Volume 209
EnglishAffect, Differential outcomes training, Inference, Knowledge transfer
2020GanglionHeadband KitI. A. Pap, S. Oniga and A. AlexanMachine Learning EEG Data Analysis For eHealth IoT System
2020 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), Cluj-Napoca, Romania, 2020, pp. 1-4
Englishmachine learning, brain computer interface, electroencephalography, eHealth, internet of things, telemedicine
2020Cyton BoardEEG Electrode Cap Kit
Duo Xu, Mohit Agarwal, Faramarz Fekri, Raghupathy Sivakumar
Accelerating Reinforcement Learning Agent with EEG-based Implicit Human Feedback and Evolutionary ComputingEnglish
2020Ultracortex Mark IVS. Vlahinić, Z. Šverko, D. Bačnar and L. BebićAnalyses of IR stimulation influence on EEG
2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)
EnglishEEG, PBM, spectrum analyses, Alpha band
2020Cyton BoardUltracortex Mark IV
Edgar P. Torres, Edgar A. Torres, Myriam Hernández-Álvarez, Sang Guun Yoo
Machine Learning Analysis of EEG Measurements of Stock Trading Performance
International Conference on Applied Human Factors and Ergonomics
EnglishGIS system, Partial discharges, Model defect, Convolutional neutral network
2020Cyton Board
Ting Gui, Yunlun Li, Shijun Zhang, Nan Zhang, Ying Sun, Fengzhen Liu, Qingfa Chen, Zhibo Gai
Docosahexaenoic acid protects against palmitate-induced mitochondrial dysfunction in diabetic cardiomyopathy
Biomedicine & Pharmacotherapy
EnglishDocosahexaenoic acid, Palmitic acid, Cardiac lipotoxicity, Mitochondrial function, Diabetic cardiomyopathy, Rats
2020Cyton+Daisy BoardM.A. Khan, R. Das, H.K. Iversen, S. Puthusserypady
Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application
Computers in Biology and Medicine, Journal Pre-proof
EnglishStroke, Brain-computer interface (BCI), Motor imagery (MI), Neurorehabilitation devices, Virtual reality, Electric stimulation, Robotic assistance
2020Cyton BoardUltracortex Mark IV
Leonard Marino, Vineetha Alluri, Ashish Kumar, et al.
Cognitive Biometrics
Proceedings of Student-Faculty Research Day, CSIS, Pace University, May 1st, 2020
English—Cognitive Biometrics, EEG, Biometrics, BrainComputer Interface, Human-Computer Interaction, Machine
Learning, Authentication
2020Ultracortex Mark IV
Kenta Masui, Hirokazu Doi, Takumi Nagasawa, Norimichi Tsumura
Continuous estimation of emotional change using multimodal affective responses
CVPR 2020EnglishFeature extraction, heart rate, pupil dilation, biometrics
2020Cyton Board
Ultracortex Mark IV, Gold Cup Electrodes
Ramirez-Quintana, J.A., Madrid-Herrera, L., Chacon-Murguia, M.I. et al.
Brain-Computer Interface System Based on P300 Processing with Convolutional Neural Network, Novel Speller, and Low Number of Electrodes Computation (2020)
EnglishP300 wave, Event-related potential, Brain-computer interface, EEG signal processing, Convolutional neural networks
2020Cyton+Daisy BoardUltracortex Mark IVde Oliveira W.C., Gottardo E., Pimentel A.RChanges of Affective States in Intelligent Tutoring System to Improve Feedbacks Through Low-Cost and Open Electroencephalogram and Facial Expression Tutoring Systems. ITS 2020. Lecture Notes in Computer Science, vol 12149
EnglishIntelligent Tutoring System, Affective states, Feedbacks, EEG, Brain-computer interface, Facial expressions
2020Cyton BoardUltracortex Mark IV, Myoware Muscle SensorEvangelos Niforatos, Athanasios Vourvopoulos, Michail GiannakosEndowing Head-Mounted Displays with Physiological Sensing for Augmenting Human Learning and Cognition International Conference on Learning Analytics & Knowledge (LAK20)EnglishHead-Mounted Displays, Electroencephalography, Brain-Computer Interfaces, Neuroadaptive Systems
2020Cyton BoardEEG Electrode Cap KitJ. Khan, M. U. G. Khan, R. Iqbal and O. RiazRobust Multi-sensor Fusion for the Development of EEG Controlled Vehicle Sensors Journal10.1109/JSEN.2020.2992714.Englishautonomous vehicle, canonical correlation analysis, electroencephalogram, low-level navigation control system, sensornetwork,sensor fusion, steady-state visual evoked potential, SSVEP
2020Cyton BoardGold Cup ElectrodesFrancisco Laport, Adriana Dapena, Paula M. Castro, Francisco J. Vazquez-Araujo and Daniel IglesiaA Prototype of EEG System for IoT Journal of Neural Systems, Vol. 30, No. 7 (2020), Internet of Things, IOT, prototype, signal processing
2020Cyton BoardSikender Gul, Muhammad Faisal Siddiqui, Naveed Ur RehmanFPGA based design for online computation of Multivariate EMD (MEMD) Electrical Engineering and Systems Science signals, multivariate empiricalmode decomposition, FPGA, time frequency methods
2020Cyton BoardJeong, D.-H.; Jeong, J.In-Ear EEG Based Attention State Classification Using Echo State Network Sciences 2020, 10, 321 EEG; echo state network (ESN); attention monitoring; vigilance task
2020Cyton BoardMartínez-Cerveró, J.; Ardali, M.K.; Jaramillo-Gonzalez, A.; Wu, S.; Tonin, A.; Birbaumer, N.; Chaudhary, U.Open Software/Hardware Platform for Human-Computer Interface Based on Electrooculography (EOG) Signal Classification 2020, 20(9), 2443 (EOG); Human-Computer Interface (HCI); Support Vector Machine (SVM)
2020Cyton BoardHeadband KitDaniel Schlör, Albin Zehe, Konstantin Kobs, Blerta Veseli, Franziska Westermeier, Larissa Brübach, Daniel Roth, Marc Erich Latoschik, Andreas HothoImproving Sentiment Analysis with Biofeedback Data of LREC2020 Workshop "People in language, vision and the mind" (ONION2020) detection, brain-computer-interface, bio-sensing, affective computin
2020Cyton BoardJosh Andres, m.c. Schraefel , Nathan Semertzidis, Brahmi Dwivedi, Yutika C Kulwe, Juerg von Kaenel , Florian ‘Floyd’ MuellerIntroducing Peripheral Awareness as a Neurological State for Human-Computer Integration '20, April 25–30, 2020, Honolulu, HI, USA © 2020 Association for Computing Machinery. EnglishAuthor KeywordsHuman-computer-Integration; human-system partnership; Inbodied interaction; peripheral awareness. CSS Concepts• Human-centered computing → Human computer interaction (HCI) → Interaction paradigms • Embedded and cyber-physical systems → Sensors and actuatorsExertion Games Lab, Faculty of Information Technology, Monash University, AUS. ² IBM Research. ³ WellthLab, Southampton University, UK
2020Cyton+DaisyVictoria Peterson, Catalina Galván, Hugo Hernández, Ruben SpiesA feasibility study of a complete low-cost consumer-grade brain-computer interface system, Volume 6, Issue 3, March 2020, e03425 engineering, Brain-computer interfaces, Consumer-grade EEG, Motor imagery, Open-source software
2020Cyton BoardLindsey Power, Heather F Neyedli, Shaun G Boe, and Timothy BardouilleEfficacy of low-cost wireless neurofeedback to modulate brain activity during motor imagery Physics & Engineering Express, Volume 6, Number 3
2020TBDM. A. Romero-Laiseca, D. Delisle-Rodriguez, V. Cardoso, D. Gurve, F. Loterio, J. H. Posses Nascimento, S. Krishnan, A. Frizera-Neto, T. Bastos-FilhoA Low-Cost Lower-Limb Brain-Machine Interface Triggered by Pedaling Motor Imagery for Post-Stroke Patients Rehabilitation Transactions on Neural Systems and Rehabilitation Engineering ( Volume: 28 , Issue: 4 , April 2020 ) interface, brain-machine interface, lower-limb rehabilitation, motor imagery, pedaling, stroke
2020Cyton BoardN. Kaongoen and S. JoAn Ear-EEG-based Brain-Computer Interface using Concentration Level for Control 8th International Winter Conference on Brain-Computer Interface (BCI) Gangwon, Korea (South), 2020, pp. 1-4., Electrodes, Ear, Tools, Brain-computer interfaces, Data acquisition, Electrolytes, Brain-Computer Interface, Ear-EEG, Concentration level
2020Cyton BoardE. J. S. González and K. McMullenThe Design of an Algorithmic Modal Music Platform for Eliciting and Detecting Emotion 8th International Winter Conference on Brain-Computer Interface (BCI), Gangwon, Korea (South), 2020, pp. 1-3., Music, Brain modeling, Brain-computer interfaces, Affective computing, Tools, affective, emotions, electroencephalography, recognition, music, EEG, BCI, brain-computer interface
2020Cyton BoardEEG Electrode Cap KitKunal Gupta, Kunal Gupta, Yun Suen Pai, Andreas Duenser, Martin Lochner, Mark BillinghurstMeasuring Human Trust in a Virtual Assistant using Physiological Sensing in Virtual Reality IEEE Conference on Virtual Reality and 3D User Interfaces (VR)DOI 10.1109/VR46266.2020.000-5EnglishH.5.2 [User Interfaces]: Evaluation/methodology;H.1.2 [User/Machine Systems]: Human factors; H.5.1 [InformationInterfaces and Presentation]: Multimedia Information Systems—Artificial, augmented, and virtual realities
2020Cyton BoardSung-Woo Kim ; Kwangmuk Lee ; Junyeong Yeom ; Tae-Hoon Lee ; Don-Han Kim ; Jae Joon KimWearable Multi-Biosignal Analysis Integrated Interface With Direct Sleep-Stage Classification Access ( Volume: 8 ), Electroencephalography, Monitoring, Feature extraction, Electromyography, Electrooculography, Biomedical monitoring, Sleep-stage classification, multi-biosignal interface, rule-based decision tree, feature extraction stage, readout integrated circuit, wearable device
2020Cyton BoardLindsey Power, Heather F. Neyedli, Shaun G. Boe, and Tim BardouilleEfficacy of low-cost wireless neurofeedback to modulate brain activity during motor imagery Physics & Engineering Express
2020GanglionIveth Moreno, Emmanuel Batista, Sofía Serracín, José SerracínSSVEP Offline Analysis Procedures for Low Cost BCI Systems
CSAI2019: Proceedings of the 2019 3rd International Conference on Computer Science and Artificial Intelligence, December 2019, Pages 59–63
EnglishUsability testing; SSVEP; Human computer interaction (HCI); Brain computer interface; BCI; electroencephalographic signals; SSVEP; low-cost; linear discriminant analysis; multivariate synchronization index
2020GanglionTseghai, Granch Berhe & Malengier, B. & Fante, Kinde & Nigusse, Abreha & Van Langenhove, Lieva
Development of a Flex and Stretchy Conductive Cotton Fabric Via Flat Screen Printing of PEDOT:PSS/PDMS Conductive Polymer Composite.
Sensors. 20. 174210.3390/s20061742English conductive polymer composite; PEDOT:PSS; flexible electronics; wearable application; wearables;
2020Cyton BoardUltracortex Mark IV EEG HeadsetVerma A., Tripathi A., Choudhury T.Implementing Brain–Machine Interface (BMI) with Smart Computing
Computational Intelligence in Pattern Recognition. Advances in Intelligent Systems and Computing, vol 1120
EnglishBrain–machine interface, EEG, OpenBCI, Cloud server, Machine learning, Support vector machine, Smart computing IoT
2020Cyton BoardEkansh Gupta, Mohit Agarwal, R. SivakumarBlink to Get In: Biometric Authentication for Mobile Devices using EEG Signals
EnglishEEG, blink, authentication, biometric
2020Cyton BoardChia-Feng Lu ; Sheng-Jia Tsai ; Chun Hsiao ; Han-Mei Lu ; Chi-Wen Jao ; Po-Shan Wang ; Yu-Te WuConsistency of Motor-Imagery Frequency Band is Associated with the Performance of Real-Time Brain Computer Interface
2019 International Automatic Control Conference (CACS)
EnglishElectroencephalography, Bars, Training, Electrodes, Brain modeling, Frequency response, Biophotonics, brain computer interface, motor imagery, electroencephalography, frequency band, classification
2020Cyton BoardAudette, William & Bieszczad, Jerry & Allen, Lindsay & Diamond, Solomon & Kynor, DavidDesign and Demonstration of a Head Phantom for Testing of Electroencephalography (EEG) Equipment 10.13140/RG.2.2.12078.25920. EnglishEEG, electroencephalography, phantom heads, calibration, head phantom
2020Cyton+DaisyKapgate D., Kalbande D., Shrawankar U.Optimization of External Stimulus Features for Hybrid Visual Brain–Computer Interface International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1087EnglishHybrid brain–computer interface, Stimulus features, Visual-evoked potential’s amplitude, Optimization, SSVEP, P300, event-related potentials
2020Cyton BoardMagnus ThorstensenBrain Computer Interface with Convolutional Neural Networks submitted for the degree of Master in Robotics and Intelligent Systems
2020Cyton BoardNathan Semertzidis, Michaela Scary, Josh Andres, Brahmi Dwivedi, Yutika Chandrashekhar Kulwe, Fabio Zambetta, Florian ‘Floyd’ MuellerNeo-Noumena: Augmenting Emotion Communication 2020 Paper CHI 2020, April 25–30, 2020, Honolulu, HI, USA EnglishEmotion Communication; Mixed Reality; Brain-Computer
Interfacing; Emotion Recognition; EEG; Machine Learning
CSS Concepts
• Human-centered computing • Applied computing
2020Cyton BoardGold Cup ElectrodesQingqing Li , Penghui Dong and Jun ZhengEnhancing the Security of Pattern Unlock with Surface EMG-Based Biometrics SciencesEnglish biometrics; sEMG; pattern unlock; time domain feature; one-class classification
2020Cyton /GanglionIzabela Rejer, Łukasz CieszynskiRVEB—An algorithm for recognizing voluntary eye blinks based on the signal recorded from prefrontal EEG channels Signal Processing and Control Volume 59, May 2020, 101876EnglishEOG activity, EEG signal, Human-machine interface, Eye blinks, Blinking patterns recognition
2020Cyton BoardM Agarwal, R SivakumarCharge for a whole day:Extending Battery Life for BCIWearables using a Lightweight Wake-Up Command Association of Computing MachineryEnglishBrain-Computer Interfaces (BCIs); Wearable systems; InputTechniques; Eye Tracking; Interaction Design
2020Cyton BoardDuo Xu, Mohit Agarwal, Faramarz Fekri and Raghupathy SivakumarPlaying Games with Implicit Human Feedback for the Advancement of ArtificialIntelligenceEnglish
2019Cyton BoardUltracortex Mark IV EEG HeadsetLEE, Tae-GyuData Pattern Modeling for Bio-information Processing based on OpenBCI Platform;
OpenBCI 플랫폼 기반 생체 정보 처리를 위한 데이터 패턴 모델링 Journal of the Convergence on Culture Technology (문화기술의 융합), Volume 5, Issue 4 Analysis; Biometric Information; BCI; Open Platform; Open Interface
2019Cyton BoardGold Cup ElectrodesVolobuev, Vitaly & Maksudov, Bulat & Mavridis, NikolaosPerson/Task discretization in brain computer interfaces based on mental task activities computer interfaces, Electroencephalogram,Authorization, mental task, security, biometrics
2019Cyton BoardD. E. Ugarte, D. Linares, G. Kemper and C. A. AlmenaraAn Algorithm to Measure the Stress Level from EEG, EMG and HRV Signals International Conference on Information Systems and Computer Science (INCISCOS), Quito, Ecuador, 2019, pp. 346-353, EMG, HRV, stress, wavelet transform, k-NN, Baevsky stress index
2019TBDX. Zhu et al.EEG Controlled Automated Writing Robotic Arm Based on Steady State Visually Evoked Potential" IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA) Interface, Electroencephalography (EEG), SSVEP, Robotic arm
2019TBDA. Aamer, A. Esawy, O. Swelam, T. Nabil, A. Anwar and A. EldeibBCI Integrated with VR for Rehabilitation 31st International Conference on Microelectronics (ICM)10.1109/ICM48031.2019.9021752EnglishFeature extraction; Games; Electroencephalography; Real-time systems; Support vector machines; Virtual reality; Classification algorithms;

2019Cyton BoardPhairot Autthasan ; Xiangqian Du ; Jetsada Arnin ; Sirakorn Lamyai ; Maneesha Perera; Sirawaj Itthipuripat; Tohru Yagi; Poramate Manoonpong; Theerawit WilaiprasitpornA Single-Channel Consumer-Grade EEG Device for Brain-Computer Interface: Enhancing Detection of SSVEP and Its Amplitude Modulation Sensors JournalEnglishElectroencephalography , Frequency modulation , Amplitude modulation , Visualization , Computers , brain-computer interfaces (BCIs) , steady-state visually evoked potentials (SSVEPs) , modulation of SSVEP amplitude , consumer-grade EEG , OpenBCI, signal to noise ratio
2019CytonHy Do ; Vu Truong ; Kiran George ; Bhagyashree ShirkeEEG-Based Biometrics Utilizing Image Recognition for Patient Identification\2019 IEEE Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), IEEE Annual
EnglishVisualization; Color; Electrodes; Electroencephalography; Communication systems; Hardware; Synchronous motors
2019Cyton Board
P. Sawangjai, S. Hompoonsup, P. Leelaarporn, S. Kongwudhikunakorn and T. Wilaiprasitporn
Consumer grade EEG Measuring Sensors as Research Tools: A Review Sensors JournalEnglishConsumer Grade EEG,
EEG Cognitive Study,
EEG Education,
EEG Gaming

Reza Amini Gougeh, Tohid Yousefi Rezaii, Ali Farzamnia
An Automatic Driver Assistant based on Intention Detecting Using EEG Signal 11TH NATIONAL TECHNICAL SEMINAR ON UNMANNED SYSTEM TECHNOLOGY 2019 (NUSYS’19)EnglishIntentional EEG, Driving Assistant, BCI
2019Cyton BoardRameau, APilot study for a novel and personalized voice restoration device for patients with laryngectomy & NeckEnglishSurface electromyographic (sEMG), EMG, Electromyography, silent speech
2019GanglionM. Agarwal and R. SivakumarBlink: A Fully Automated Unsupervised Algorithm for Eye-Blink Detection in EEG Signals 2019 57th Annual Allerton Conference on Communication, Control, and ComputingEnglishElectrooculography, Eye Movements, Eye Blink Detection, Open Source, Blinking, Algorithms, Brain Waves, EEG, EOG
2019Cyton BoardRahak Asheri ; Vahld Rostarni ; Mohammadbagher MenhaiThe Ability to Control A Brain-Computer Interactive Game by Concentration 2018 9th Conference on Artificial Intelligence and Robotics and 2nd Asia-Pacific International Symposium, IEEE XploreEnglishGames
Brain-computer interfaces
Real-time systems
Frequency-domain analysis, EEG
brain-computer interface (BCI)
Cognitive game
Cognitive Science
2019GanglionG. Florencia, S. María Sofía and C. Héctor AndrésSSVEP-based Brain-Computer Interface as an Input Device for an Alternative Communication System: Parameters Assessment and Case Report of Performance in a Healthy and an ALS User IEEE International Conference on Systems, Man and Cybernetics (SMC)EnglishVisualization; Color; Electrodes; Electroencephalography; Communication systems; Hardware; Synchronous motors
2019CytonFaeze Asadi1*
, Bahram Kimia Ghalam1
1 Faculty of Electrical, Computer and IT Engineering, Qazvin Branch, Islamic Azad University,
Qazvin, Iran.
Detection of Autism with Electroencephalographic Signals and Comparison with Healthy People Using Genetic Algorithm Network Processing and Renewable Energy
September 2019, (pp. 35-48)
EnglishElectroencephalography, Autism disorder, Genetic Algorithms, Fitness Function, T-test.
2019Cyton+DaisyAudrey Aldridge, Eli Barnes, Cindy L. Bethel, Daniel W. Carruth, Marianna Kocturova, Matus Pleva, and Jozef JuharAccessible Electroencephalograms (EEGs): A Comparative Review with OpenBCI’s Ultracortex Mark IV Headset 29th International Conference Radioelektronika (RADIOELEKTRONIKA)Englishbrain-computer interfaces;electroencephalography;medical signal
processing;EEG systems;electroencephalograms;OpenBCI Ultracortex Mark IV
EEG headset;medical-grade EEG;commercial-grade
analysis;Usability;Impedance;Head;Brain-Computer Interface
2019CytonGunawardane, Hiroshan & Silva, C & Chiao, MuAn Oculomotor Sensing Technique for Saccade Isolation of Eye Movements using OpenBCI IEEE Sensors 2019, At Montreal, CanadaEnglishElectrooculography, Eye Movements, Saccades, Sclera, Robotics, Signal Processing, Computer-Assisted, Ocular Motility Disorders
2019CytonUltracortex Mark IV EEG HeadsetAnthony Casey, Hannan Azhar, Marek Grzes & Mohamed SakelBCI controlled robotic arm as assistance to the rehabilitation of neurologically disabled patients and Rehabilitation: Assistive Technology,
DOI: 10.1080/17483107.2019.1683239
2019Ganglion 4-channel boardJunyi Cao, Zhongming Tian, Zhengtao WangHand Gestures Recognition Based on One-Channel Surface EMG Signal of Software Engineering and Applications, 12, 383-392.
EnglishElectromyography (EMG), Gesture Recognition, Hilbert Transform, K-Nearest-Neighbors (KNN), Support Vector Machine (SVM)
2019Cyton BoardAthanasios Vourvopoulos, et al.EEGlass: An EEG-Eyeware Prototype for Ubiquitous Brain-Computer Interaction Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp)EnglishHMD, wearable, EEG, prototype, EOG
2019Cyton BoardShi XZ, Xu QAn Improved Method for Electroencephalographic Detection of Epileptic Discharge Yi Xue Ke Xue Yuan Xue BaoChineseAnimals, Electroencephalography, Epilepsy, Kainic Acid, Mice, Mice, Inbred C57BL, Seizures
2019Cyton+DaisyJenny M. Qiu, Michael A. Casey, and Solomon G. DiamondAssessing Feedback Response With a Wearable Electroencephalography System in human neuroscience vol. 13 258. 25 Jul. 2019EnglishEG; FRN; N2; P3; applied neuroscience; brain computer interfaces