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YearOpenBCI Product UsedElectrode / Other ProductsAuthor(s)TitleURLJournal/ConferenceDOILanguageKeyword(s)Notes
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2022Ahmed J. Abougarair, Hanadi M. Gnan, Ali M. Elmelhi, Nasar Aldian Ambark ShashoaReal Time Classification for Robotic Arm Control Based Electromyographic Signalhttps://ieeexplore.ieee.org/abstract/document/9837703/authors#authors
2022 IEEE 2nd International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering (MI-STA)
https://doi.org/10.1109/MI-STA54861.2022.9837703EnglishElectrodes, Robot arm, Electromyography (EMG), MUAP, Servo motor, OpenBCI
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2022
Cristina Farmaki, Nikolaos Zacharioudakis, Matthew Pediaditis, Myrto Krana, Vangelis Sakkalis
Application of dry EEG electrodes on low-cost SSVEP-based BCI for robot navigationhttps://ieeexplore.ieee.org/abstract/document/9827672
2022 IEEE International Conference on Imaging Systems and Techniques (IST)
https://doi.org/10.1109/IST55454.2022.9827672EnglishBCI, SSVEP, dry electrodes, OpenBCI, robot navigation
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2022Cyton+Daisy BoardUltracortex Mark IVKarina Sanchez, Sruthi Sakthivel, Michael Bose, and Evan JenningsNeuroGen: EEG AND Near-Infrared Light Stimulation Devicehttps://scholarcommons.scu.edu/cgi/viewcontent.cgi?article=1086&context=idp_seniorSanta Clara University English
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2022Cyton+Daisy BoardEEG Electrode Cap Kit
Nastaran Saffaryazdi, Syed Talal Wasim, Kuldeep Dileep, Alireza Farrokhi Nia, Suranga Nanayakkara, Elizabeth Broadbent, Mark Billinghurst
Using Facial Micro-Expressions in Combination With EEG and Physiological Signals for Emotion Recognitionhttps://www.frontiersin.org/articles/10.3389/fpsyg.2022.864047/fullFrontiers in Psychology https://doi.org/10.3389/fpsyg.2022.864047English
OpenBCI; decision fusion; electroencephalography (EEG); emotion recognition; facial micro-expressions; neural networks; physiological signals.
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2022Cyton BoardSadaf SarafanNovel Computation for Fetal Electrocardiogram Extractionhttps://escholarship.org/content/qt58w3j6xs/qt58w3j6xs.pdfEnglish
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2022Swapnali A. Chaudhari, Dr. Bharti W. Gawali, and Dr. Omprakash S. JadhavStatistical Analysis Of EEG Data For Attention Deficit Hyperactivity Disorderhttps://scholar.google.com/scholar_url?url=https://www.journalppw.com/index.php/jpsp/article/download/6975/4542&hl=en&sa=X&d=1985725718726201779&ei=hhaxYsuJJveVy9YPqL6LKA&scisig=AAGBfm20WBBfQZv7lmu1M8Dj3LUNiU46lg&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AAGBfm0AXzDYRW-VCMYvA48Xe9D-p48E1g&html=&pos=0&folt=kwEnglish
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2022Cyton+Daisy BoardUltracortex Mark IVJoseph Kempel, David Bridgett, Andero Uusberg, Sachit ButailThe effect of positive extrinsic distraction on the temporal dynamics of emotional response to aversive stimulihttps://scholar.google.com/scholar_url?url=https://psyarxiv.com/kncw7/download%3Fformat%3Dpdf&hl=en&sa=X&d=16275490770030353809&ei=lXmtYtzLDYzGsQL0uo0o&scisig=AAGBfm3cgEt7UxXObNLGuXFwWYh51EZtVQ&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AAGBfm0AXzDYRW-VCMYvA48Xe9D-p48E1g&html=&pos=0&folt=kwEnglishemotion regulation; distraction; extrinsic regulation; event-related potential
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2022Cyton Board
Ana S. Santos Cardoso, Rasmus L. Kæseler, Mads Jochumsen, Lotte N. S. Andreasen Struijk
Manual 3D Control of an Assistive Robotic Manipulator Using Alpha Rhythms and an Auditory Menu: A Proof-of-Concepthttps://www.mdpi.com/2624-6120/3/2/24/htmsignalshttps://doi.org/10.3390/signals3020024English
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2022Ganglion Headband KitBrandon Hernandez, Oscar Morales-PonceA Human-Computer Interface for Hands-Free Musical Accompanimenthttps://scholarworks.calstate.edu/downloads/2n49t693dEnglish
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2022Cyton BoardEmma Louise BaczkowskiMinimally Invasive Clinical Monitoring and Data Transference in Cardiac Patientshttps://orca.cardiff.ac.uk/id/eprint/149941/13/2022baczkowskielphd.pdfEnglish
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2022OpenBCI GUIBerith Atemoztil De la Cruz-Sanchez, Manuel Arias-Montiel, Esther Lugo-GonzalezEMG-controlled hand exoskeleton for assisted bilateral rehabilitationhttps://www.sciencedirect.com/science/article/pii/S020852162200033XBiocybernetics and Biomedical Engineeringhttps://doi.org/10.1016/j.bbe.2022.04.001EnglishAssistive rehabilitation, EMG signals, Fuzzy control, Hand exoskeleton
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2022Cyton BoardJosh Andres, Nathan Semertzidis, Zhuying Li, Yan Wang, Florian MuellerIntegrated Exertion – Understanding the Design of Human–Computer Integration in an Exertion Contexthttps://dl.acm.org/doi/abs/10.1145/3528352ACM Journalshttps://doi.org/10.1145/3528352EnglishHuman-computer integration, whole-body interaction, exertion, bike, cycling
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2022Cyton+Daisy BoardJiangfan Chen, Haobo Li, Lei Han, Jiaoyi Wu, Ali Azam, Zutao ZhangDriver vigilance detection for high-speed rail using fusion of multiple physiological signals and deep learninghttps://www.sciencedirect.com/science/article/pii/S1568494622003143Applied Soft Computinghttps://doi.org/10.1016/j.asoc.2022.108982EnglishHigh-speed rail, Vigilance detection, Multiple physiological signals, Convolutional recurrent neural network
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2022Sandra Cano, Jonathan Soto, Laura Acosta, Victor Peñeñory, Fernando MoreiraUsing Brain -Computer Interface to evaluate the User eXperience in interactive systemshttps://www.tandfonline.com/doi/abs/10.1080/21681163.2022.2072398https://doi.org/10.1080/21681163.2022.2072398Englishinterfaces, user eXperience, interactive systems, brain computer interfaces
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2022Joseph O'Neill, Rutledge Detyens, Ryan Integlia, Sorinel Oprisan3D Convolutional Neural Networks on an EEG-Based Motor Imagery Datasethttps://ieeexplore.ieee.org/abstract/document/9764024SoutheastCon 2022https://doi.org/10.1109/SoutheastCon48659.2022.9764024English
Brain Computer Interface, 3D Convolutional Neural Networks, electroencephalogram, Event-related potentials, Classification
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2022Cyton+Daisy Board
Victoria Peterson, Catalina Galván, Hugo Hernández, Maria Paula Saavedra, Ruben Spies
A motor imagery vs. rest dataset with low-cost consumer grade EEG hardwarehttps://www.sciencedirect.com/science/article/pii/S2352340922004280https://doi.org/10.1016/j.dib.2022.108225EnglishBrain-computer interfacesLow-cost technologiesElectroencephalography (EEG)
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2022Cyton BoardEric Redlinger, Bernhard Glas, Yang Rong
Impact of Visual Game-Like Features on Cognitive Performance in a Virtual Reality Working Memory Task: Within-Subjects Experiment
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9100375/JMIR Serious Gameshttps://doi.org/10.2196%2F35295English
HMD, working memory, gamification, cognitive training, serious game, game, cognitive activity, user performance, visual memory, cognitive, user performance, mobile phone
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2022OpenBCI GUI
Wang Haohong, Gao Shenghao, Zhao Yimin, Song Maojia, Damien Constantine Rompapas, Wang Heng
The Mind Commands You: Combining Brain-Computer Interactions with Augmented Reality to Control Internet of Things (IoT) tools, and Robotic Platforms
https://www.researchgate.net/profile/Damien-Rompapas/publication/360152176_The_Mind_Commands_You_Combining_Brain-Computer_Interactions_with_Augmented_Reality_to_Control_Internet_of_Things_IoT_tools_and_Robotic_Platforms/links/6264bd3b1b747d19c2a32cd9/The-Mind-Commands-You-Combining-Brain-Computer-Interactions-with-Augmented-Reality-to-Control-Internet-of-Things-IoT-tools-and-Robotic-Platforms.pdf
IEEE International Conference on Electronics Technology 2022
EnglishRobotics, Brain-computer Interface, Mixed Reality, Augmented Reality IoT, Human-Computer Interaction
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2022Cyton+Daisy BoardUltracortex Mark IV
Destini Chambers, Amina Ndiaye, Javan Hutchinson, Charles Mcclary, Dr. Sylvia Bhattacharya
Prediction of Gait Intention from Pre-movement EEG Signals for Vehicle-to-Pedestrian (V2P) Communication Modelinghttps://scholar.google.com/scholar_url?url=https://digitalcommons.kennesaw.edu/undergradsymposiumksu/spring2022/presentations/436/&hl=en&sa=X&d=16756503522913991790&ei=ypJgYsCSAcLZmQHc1ovQAg&scisig=AAGBfm2GjkpOpF97-PUZqah2E5F7VjeUPA&oi=scholaralrt&hist=phuwsnkAAAAJ:1324821476278215287:AAGBfm1j5tukHsbeU89cUqsrIj25mrgFmg&html=&pos=0&folt=kw26th Annual Symposium of Student Scholars - 2022EnglishPre-movement EEG, decision classification, gait
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2022Cyton BoardHeadband KitAloaye E. Itsueli; Jonathan D. N. Kamba; Jeremie O. K. Kamba; R. Alba-FloresDrone Control Using Electroencephalogram (EEG) Signalshttps://ieeexplore.ieee.org/abstract/document/9764002SoutheastCon 2022https://doi.org/10.1109/SoutheastCon48659.2022.9764002English
Training , Artificial neural networks , Feature extraction , Electroencephalography , Software , Recording , Pattern recognition, Electroencephalographic , Artificial Neural Network , drone , UAV
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2022Cyton Board
Puchuan Tan, Xi Han, Yang Zou, Xuecheng Qu, Jiangtao Xue, Tong Li, Yiqian Wang, Ruizeng Luo, Xi Cui, Yuan Xi, Le Wu, Bo Xue, Dan Luo, Yubo Fan, Xun Chen, Zhou Li, Zhong Lin Wang
Self-powered gesture recognition wristband enabled by machine learning for full keyboard and multi-command input
https://onlinelibrary.wiley.com/doi/10.1002/adma.202200793https://doi.org/10.1002/adma.202200793EnglishVirtual reality; gesture recognition; human-computer interaction; machine learning; triboelectric nanogenerator.
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2022Cyton BoardUltracortex Mark IVTakumi AsakuraRelationship between Subjective and Biological Responses to Comfortable and Uncomfortable Soundshttps://scholar.google.com/scholar_url?url=https://www.mdpi.com/2076-3417/12/7/3417/pdf&hl=en&sa=X&d=14737034462109096518&ei=yqNGYqiaI5aYmAGvjqiIDA&scisig=AAGBfm30Y_kOl6jhsJYvo8m644EVMasOOg&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AAGBfm0AXzDYRW-VCMYvA48Xe9D-p48E1g&html=&pos=0&folt=kwApplied Scienceshttps://doi.org/10.3390/app12073417Englishsubjective evaluation; electroencephalography; heart rate variability
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2022Cyton BoardUltracortex Mark IVShahanawaj AhamadSystem Architecture for Brain-Computer Interface based on Machine Learning and Internet of Thingshttps://www.researchgate.net/profile/Shahanawaj-Ahamad/publication/359651028_System_Architecture_for_Brain-Computer_Interface_based_on_Machine_Learning_and_Internet_of_Things/links/6246e4a321077329f2e821d0/System-Architecture-for-Brain-Computer-Interface-based-on-Machine-Learning-and-Internet-of-Things.pdf(IJACSA) International Journal of Advanced Computer Science and Applications(DOI) : 10.14569/IJACSA.2022.0130357EnglishBrain-computer interface; machine learning; internet of things; EEG; system architecture
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2022Cyton BoardDavid Zambrana-Vinaroz, Jose Maria Vicente-Samper, Jose Maria Sabater-NavarroValidation of Continuous Monitoring System for Epileptic Users in Outpatient Settingshttps://www.mdpi.com/1424-8220/22/8/2900/htm Portable Systems for Diagnostics and Monitoring Applicationshttps://doi.org/10.3390/s22082900Englishambulatory; artifacts; ear EEG; ECG; epilepsy; HRV; monitoring system; PPG; PTT; wearable
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2022GanglionJonas Auda, Uwe Gruenefeld, Thomas Kosch, Stefan SchneegaßThe Butterfly Effect: Novel Opportunities for Steady-State Visually-Evoked Potential Stimuli in Virtual Realityhttps://www.researchgate.net/profile/Jonas-Auda/publication/359222066_The_Butterfly_Effect_Novel_Opportunities_for_Steady-State_Visually-Evoked_Potential_Stimuli_in_Virtual_Reality/links/622f9e67435ec5645a11f8b4/The-Butterfly-Effect-Novel-Opportunities-for-Steady-State-Visually-Evoked-Potential-Stimuli-in-Virtual-Reality.pdfConference: Augmented HumansDOI:10.1145/3519391.3519397EnglishVirtual Reality, Brain-Computer Interface, Steady State Visually Evoked Potential, Realism
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2022Cyton+Daisy BoardEEG Electrode Cap Kit
Nastaran Saffaryasdi, Yenushka Goonesekera, Nafiseh Saffaryazdi, Nebiyou Daniel Hailemariam, Ebasa Girma Temesgen, Suranga Nanayakkara, Elizabeth Broadbent, Mark Billinghurst
Emotion Recognition in Conversations Using Brain and Physiological Signalshttps://dl.acm.org/doi/pdf/10.1145/3490099.3511148IUI '22: 27th International Conference on Intelligent User InterfacesDOI:10.1145/3490099.3511148EnglishHuman-Computer interaction (HCI), Multimodal Emotion Recognition, Conversational emotion recognition, Electroencephalography (EEG), Galvanic Skin Response (GSR), Photoplethysmography (PPG), Multimodal fusion
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2022Cyton BoardUltracortex Mark IVCharles PerkinsMultichannel Transcranial Acoustoelectric Brain Imaging in a Human Head Modelhttps://repository.arizona.edu/bitstream/handle/10150/663412/azu_etd_19434_sip1_m.pdf?sequence=1&isAllowed=yThe University of Arizona, University LibrariesEnglishAcoustoelectric Imaging
Acquisition Hardware
Sensors
tABI
Transcranial Acoustoelectric Brain Imaging
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2022Cyton Board
Corentin Piozin, Gabriela Herrera Altamira, Catherine Simon, Brice Lavrard, Jean-Yves Audran, Florian Waszak, Selim Eskiizmirliler
Motion prediction for the sensorimotor control of hand prostheses with a brain-machine interface using EEGhttps://ieeexplore.ieee.org/abstract/document/97348232022 10th International Winter Conference on Brain-Computer Interface (BCI)DOI: 10.1109/BCI53720.2022.9734823EnglishElectrodes, wireless communication, vibrations, wireless sensor networks, vibration measurement, feature extraction, electroencephalography, brain-machine interface, prosthesis, feature extraction, motor imagery
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2022GanglionCatur Atmaji, Danang Lelono, Agus Harjoko, Andi DharmawanThe Use of Time and Frequency Features in Finger Movements Based on Electromyogram Recordinghttps://ieeexplore.ieee.org/abstract/document/97260092022 International Conference for Advancement in Technology (ICONAT)DOI: 10.1109/ICONAT53423.2022.9726009EnglishElectrodes, time-frequency analysis, finger, artificial neural networks, muscles, feature extraction, electromyography, artificial neural network, long short-term memory, 4-channel electrodes
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2022Cyton BoardSwati Mandekar, Abigail Holland, Moritz Thielen, Mehdi Behbahani, Mark MelnykowyczAdvancing towards Ubiquitous EEG, Correlation of In-Ear EEG with Forehead EEGhttps://scholar.google.com/scholar_url?url=https://www.mdpi.com/1424-8220/22/4/1568/pdf&hl=en&sa=X&d=1826699962798773757&ei=aYEUYubMLYmUy9YPxIaL2AQ&scisig=AAGBfm0WGfCpEUVvT5l1bBo1skEo0HfAwQ&oi=scholaralrt&hist=phuwsnkAAAAJ:1324821476278215287:AAGBfm1j5tukHsbeU89cUqsrIj25mrgFmg&html=&pos=0&folt=kwSensors 2022, 22, 1568https://doi.org/10.3390/s22041568Englishin-ear EEG; correlation; forehead EEG; impedance spectroscopy; biopotential electrodes; BCI
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2022Cyton+Daisy BoardUltracortex Mark IVHenry, Eléonore H; Bougard, Clément; Bourdin, Christophe; Bringoux, Lionel.Changes in Electroencephalography Activity of Sensory Areas Linked to Car Sickness in Real Driving Conditionshttps://www.frontiersin.org/articles/10.3389/fnhum.2021.809714/fullFrontiers in Human NeuroscienceDOI:10.3389/fnhum.2021.809714English
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2022Cyton Board
Yang Zou, Yansong Gai, Puchuan Tan, Dongjie Jiang, Xuecheng Qu, Jiantao Xue, Han Ouyang, Bojing Shi, Linlin Li, Dan Luo, Yulin Deng, Zhou Li, Zhong Lin Wang
Stretchable graded multichannel self-powered respiratory sensor inspired by shark gillhttps://www.sciencedirect.com/science/article/pii/S2667325822000425https://doi.org/10.1016/j.fmre.2022.01.003EnglishBionic Shark gill, Graded Multichannel, Respiratory sensing
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2022Cyton BoardYuan Liu, Shuaifei Huang, Zhuang Wang, Fengrui Ji and Dong MingFunctional Reorganization After Four-Week Brain–Computer Interface-Controlled Supernumerary Robotic Finger Training: A Pilot Study of Longitudinal Resting-State fMRIhttps://www.researchgate.net/profile/Yuan-Liu-78/publication/358522671_Functional_Reorganization_After_Four-Week_Brain-Computer_Interface-Controlled_Supernumerary_Robotic_Finger_Training_A_Pilot_Study_of_Longitudinal_Resting-State_fMRI/links/62060fa9afa8884cabd85edd/Functional-Reorganization-After-Four-Week-Brain-Computer-Interface-Controlled-Supernumerary-Robotic-Finger-Training-A-Pilot-Study-of-Longitudinal-Resting-State-fMRI.pdfNeuroprosthetics,
a section of the journal
Frontiers in Neuroscience
https://doi.org/10.3389/fnins.2021.766648Englishsupernumerary robotic finger, resting-state fMRI, fALFF, ReHo, DC, neuroplasticity
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2022Cyton BoardHeadband Kit
Piera Riccio, Kristin Bergaust, Boel Christensen-Scheel, Juan-Carlos De Martin, Maria A. Zuluaga, Stefano Nichele
AI-based artistic representation of emotions from EEG signals: a discussion on fairness, inclusion, and aestheticshttps://arxiv.org/pdf/2202.03246.pdfEnglishBrain-Computer Interface. Generative Art. Algorithmic Fairness. Art therapy. Disability Aesthetics.
36
2022
Takumi Nagasawa, Kenta Masui, Hirokazu Doi, Keiko Ogawa-Ochiai & Norimichi Tsumura
Continuous estimation of emotional change using multimodal responses from remotely measured biological informationhttps://link.springer.com/article/10.1007/s10015-022-00734-1Artificial Life and Roboticshttps://doi.org/10.1007/s10015-022-00734-1EnglishEmotion recognition, Multimodal physiological responses, Remote measurement, Electroencephalography
37
2022Cyton Board
Vivianne Flávia Cardoso, Denis Delisle-Rodriguez, Maria Alejandra Romero-Laiseca, Flávia A. Loterio, Dharmendra Gurve, Alan Floriano, Sridhar Krishnan, Anselmo Frizera-Neto & Teodiano Freire Bastos Filho
BCI based on pedal end-effector triggered through pedaling imagery to promote excitability over the feet motor area
https://link.springer.com/article/10.1007/s42600-021-00196-7
Research on Biomedical Engineeringhttps://doi.org/10.1007/s42600-021-00196-7EnglishBrain-computer interface, Motor imagery, Lower-limb rehabilitation, Robotic rehabilitation
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2022Cyton+Daisy Board+Wifi ShieldGuoxia ZouThe Recognition of Action Idea EEG with Deep Learning
https://www.hindawi.com/journals/complexity/2022/5308885/
Complexityhttps://doi.org/10.1155/2022/5308885EnglishEEG, Deep Learning, Conv1D-GRU, Recogonition of idea, Robotic hand
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2022Cyton BoardChuanchu Wang; Haihong Zhang; Soon Huat Ng; Xiaoqun Zhu; Kai Keng AngWireless Multi-sensor Physio-Motion Measurement and Synchronization System and Method for HRI Research
https://ieeexplore.ieee.org/abstract/document/9629500
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)
10.1109/EMBC46164.2021.9629500English
Wireless communication, Wireless sensor network, Force measurement, Sensor systems, Electromyography, Electroencephalography, sensors, HRI, EEG, EMG, IMU, Time Synchronization MeSH Terms, Acceleration, Humans, Motion
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2022OpenBCI GUIM. A. Obaidah, Mahmudunnabi and M. M. KhanBrain Wave and Head Motion Controlled Music System
https://ieeexplore.ieee.org/abstract/document/9666738
2021 IEEE 12th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON)
10.1109/UEMCON53757.2021.9666738English
Sleep, Music, Medical treatment, Mobile communication, Control systems, EEG, brain wave, accelerometer, music system, smart system
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2022OpenBCI GUIK. A. A. Weiss, F. Concatto, R. G. C. Teive, and A. R. G. RamirezOn-line recognition of emotions via electroencephalography
https://latamt.ieeer9.org/index.php/transactions/article/download/6063/1444
IEEE Latin America TransactionsEnglishEmotion Recognition, Brain-Computer Interface, Electroencephalography, On-line Processing
42
2021Cyton BoardMario Valderrama, Edgar Gonzalez, Fernando GarciaDevelopment of a low-cost surface EMG acquisition system device for wearable applicationshttps://ieeexplore.ieee.org/abstract/document/96261002021 IEEE 2nd International Congress of Biomedical Engineering and Bioengineering (CI-IB&BI)DOI: 10.1109/CI-IBBI54220.2021.9626100EnglishElectrodes, surface impedance, protocols, costs, prototypes, muscles, electromyography,
43
2021Cyton Board
José Juez, David Henao, Fredy Segura, Rodrigo Gomez, Michel Le Van Quyen, Mario Valderrama
Development and implementation of a wearable system with ear-EEG for the monitoring of epileptic seizureshttps://repositorio.uniandes.edu.co/bitstream/handle/1992/48660/u833306.pdf?sequence=12021 IEEE 2nd International Congress of Biomedical Engineering and Bioengineering (CI-IB&BI)DOI: 10.1109/CI-IBBI54220.2021.9626123EnglishElectrodes, brain, wires, epilepsy, electroencephalography, synchronization, biomedical monitoring, biomedical electrodes, brain activities, epilepsy, in-ear electrodes, wearable system, wireless, long term monitoring, mobile application
44
2021Cyton Board
Garc´ıa Ayola Fernando Luis, Bigio Roitman David, Valderrama Manrique Mario Andres Department of Biomedical Engineer, Universidad de los Andes, Bogota, Colombia
Design and fabrication of a myoelectric prosthesis for trans-radial amputeeshttps://repositorio.uniandes.edu.co/bitstream/handle/1992/43980/u830592.pdf?sequence=12021 IEEE 2nd International Congress of Biomedical Engineering and Bioengineering (CI-IB&BI)DOI: 10.1109/CI-IBBI54220.2021.9626086EnglishFabrication, Sociology, Hardware, Electromyography, Iterative methods, Statistics, Robots, Trans-radial, prosthesis, needs, iterative, myoelectric
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2021Cyton BoardUltracortex Mark IV
Hessa Albawardi; Aljohara Almoaibed; Noor Al Abbas; Sarah Alsayed; Tarfa Almaghlouth; Saleh Alzahrani
Design of Low-Cost Steady State Visually Evoked Potential-Based Brain Computer Interface Using OpenBCI and Neuromorehttps://ieeexplore.ieee.org/document/96777822021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART)DOI: 10.1109/BioSMART54244.2021.9677782EnglishNeuromuscular, Wheelchairs, Prototypes, Brain-computer interfaces, Electroencephalography, Software, Real-time systems, Brain-computer interface (BCI), steady state visually evoked potential (SSVEP), electroencephalogram (EEG) and Wheelchair
46
2021Cyton BoardUltracortex Mark IVCarlton MoellerTime Perception Changes During Open Monitoring but not Focused Attention Meditation: A Result of Attentional Scope Dilationhttps://impulse.appstate.edu/sites/impulse.appstate.edu/files/Moeller,%202021.pdfImpulse: The Premier Journal for Undergraduate Publications in the NeurosciencesEnglishTiming; Time perception; Mindfulness; Meditation; Mantra; EEG; Focused Attention;
Open Monitoring; Attentional Scope; Attention
47
2021Cyton BoardLim, Zheng You and Sim, Kok Swee and Tan, Shing ChiangLeft And Right Brain Balancing Application With EEG Neurofeedback Systemhttp://shdl.mmu.edu.my/9895/English
48
2021Cyton Board
Md Ahnaf Shariar, Syeda Maliha Monowara, Md. Shafayat Ul Islam, Muhammed Junaid Noor Jawad, Saifur Rahman Sabuj
Brainwave Assistive System for Paralyzed Individuals
https://www.researchgate.net/profile/Ahnaf-Shariar/publication/353954251_BRAINWAVE_ASSISTIVE_SYSTEM_FOR_PARALYZED_INDIVIDUALS/links/61cefa7ae669ee0f5c785324/BRAINWAVE-ASSISTIVE-SYSTEM-FOR-PARALYZED-INDIVIDUALS.pdf
ITU Journal on Future and Evolving TechnologiesEnglishAction potential, brain-computer interface, brain wave, central nervous system, electroencephalography data
49
2021GanglionGold Cup Electrodes
Nibras Abo Alzahab, Angelo Di Iorio, Luca Apollonio, Muaaz Alshalak, Alessandro Gravina, Luca Antognoli, Marco Baldi, Lorenzo Scalise, Bilal Alchalabi
Auditory evoked potential EEG-Biometric dataset
https://www.physionet.org/content/auditory-eeg/1.0.0/
PhysioNethttps://doi.org/10.13026/ps31-fc50EnglishAuditory stimulus, Evoked Potentials, EEG, Biometric System, Bone-conducting auditory stimuli, Music
50
2021Cyton BoardCustom 2 Channel ECG
Claudine Schallera, Andrea Fümm b, Simon Bachmann b, Luca Oechslin a, Yoshi Nakaharaa, Roger Melliger c, Patric Biaggia, Christophe Alain Wyssa
Heart rate profiles and heart rate variability during scuba diving
https://smw.ch/article/doi/SMW.2021.w30039
Swiss Medical Weeklyhttps://doi.org/10.4414/smw.2021.w30039EnglishUnderwater, Scuba diving, ECG, Heart Rate, Variability
51
2021Cyton BoardEEG Electrode Cap KitSrividya Pattisapu, Supratim Ray
Stimulus-induced narrow-band gamma oscillations in humans can be recorded using open-hardware low-cost EEG amplifier
https://www.biorxiv.org/content/biorxiv/early/2021/11/19/2021.11.16.468841.full.pdf
https://doi.org/10.1101/2021.11.16.468841EnglishEEG, Gamma Oscillations, OpenBCI
52
2021Cyton+Daisy BoardUltracortex Mark IVVictor Asanza, Daniel Montoya, Enrique Peláez, Francis Loayza, Leandro L. Lorente-Leyva, Diego H. Peluffo-Ordóñez, Kléber GonzálezMILimbEEG: An EEG Signals Dataset based on Upper and Lower Limb Task During the Execution of Motor and Motorimagery Taskshttps://data.mendeley.com/datasets/w9xfz56txv/2Mendeley Data10.17632/w9xfz56txv.2EnglishHuman-Machine Interface, Brain, Electroencephalography, Brain-Computer Interfacehttps://www.youtube.com/watch?v=gySZVoVpiTU
53
2021Cyton BoardB. H. Kim, S. Jo, S. ChoiALIS: Learning Affective Causality Behind Daily Activities From a Wearable Life-Log Systemhttp://nmail.kaist.ac.kr/wordpress/index.php/2018/11/14/daily-life-emotion-dynamics-tracking-through-wearable-device/IEEE Transactions on Cybernetics https://doi.org/10.1109/TCYB.2021.3106638English
Physiology, Sensors, Emotion recognition, Biomedical monitoring, Electroencephalography, Brain modeling, Feature extraction, Affective causality, daily activities, EEG, emotion recognition, lifelog, physiological signals, wearable
54
2021Cyton Boardg.tec-g.SAHARAO’Sullivan, M.; Temko, A.; Bocchino, A.; O’Mahony, C.; Boylan, G.; Popovici, EAnalysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICUhttps://www.mdpi.com/1424-8220/19/11/2637Sensorshttps://doi.org/10.3390/s19112637Englishneonatal EEG; EEG electrode; dry electrode; MicroTIPs; microneedles; g.tec; OpenBCI
55
2021Cyton BoardEric Redlinger, Claudia ShaoComparing brain activity in virtual and non-virtual environments: A VR & EEG studyhttps://www.sciencedirect.com/science/article/pii/S2665917421000258Measurement: Sensorshttps://doi.org/10.1016/j.measen.2021.100062EnglishVR, EEG, HMD, Theta wave, Tetris, Cognitive training
56
2021Cyton BoardUltracortex Mark IVT. Majoros; S. OnigaActivity recognition using consumer-grade EEG devicehttps://ieeexplore.ieee.org/abstract/document/9515106/keywords#keywords
13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI)
10.1109/ECAI52376.2021.9515106English
Support vector machines, Performance evaluation, Brain, Visualization, Time series analysis, Scalp, Electroencephalography, Artificial Neural Networks, Brain-Computer Interfaces.
57
2021Cyton BoardSkintact Foam ElectrodesWassim Alhilali, Cyril Camachon, Christophe Hurter, and Vsevolod PeysakhovichEye movement detection in military aeronautics using EOGhttps://neuroergonomicsconference.um.ifi.lmu.de/wp-content/uploads/submissions/190.pdfneuroergonomics Conference 2021EnglishAeronautis, EOG, Aviation, Military, Oculometry
58
2021Cyton BoardUltracortex Mark IV
Mario Quiles Pérez, Enrique Tomás Martínez Beltrán, Sergio López Bernal, Alberto Huertas Celdrán and Gregorio Martínez Pérez
Breaching Subjects’ Thoughts Privacy: A Study with Visual Stimuli and Brain-Computer Interfaceshttps://www.hindawi.com/journals/jhe/2021/5517637/Journal of Healthcare Engineering 2021https://doi.org/10.1155/2021/5517637EnglishBrain-Computer Interfaces, Privacy, P300, Visual Stimuli
59
2021Cyton BoardUltracortex Mark IV
Rosca Sebastian Daniel; Leba Monica; Sibisanu Remus Constantin; Panaite Arun Fabian
Analysis of EEG-Based Stroke Severity Groups Clustering using K-Meanshttps://ieeexplore.ieee.org/document/9502250/authors#authors
2021 International Seminar on Intelligent Technology and Its Applications (ISITIA)
10.1109/ISITIA52817.2021.9502250English
Seminars, Systematics, Clustering methods, Statistical distributions, Stroke (medical condition), Tools, Electroencephalography
60
2021Cyton BoardUltracortex Mark IVMauricio A. Ramírez-Moreno, Mariana Díaz-Padilla, Karla D. Valenzuela-Gómez, et al.EEG-Based Tool for Prediction of University Students’ Cognitive Performance in the Classroomhttp://scholar.google.com/scholar_url?url=https://www.mdpi.com/2076-3425/11/6/698/pdf&hl=en&sa=X&d=17228105893307217039&ei=1G-1YKn2G8mO6rQP8LClmAo&scisig=AAGBfm0vpo9JJTohqqfa7b0cKg5CoyUAeQ&nossl=1&oi=scholaralrt&hist=phuwsnkAAAAJ:1324821476278215287:AAGBfm1j5tukHsbeU89cUqsrIj25mrgFmg&html=&folt=kwMDPI Brain Scienceshttps://doi.org/10.3390/brainsci11060698EnglishEEG; cognitive performance; education; neuroengineering; machine learning
61
2021Cyton BoardSkintact Foam ElectrodesChen Chen, Ke Sun, Xinyu ZhangExGSense: Toward Facial Gesture Sensing with a Sparse Near-Eye Sensor Arrayhttps://dl.acm.org/doi/10.1145/3412382.3458268
In Proceedings of the 20th International Conference on Information Processing in Sensor Networks (co-located with CPS-IoT Week 2021) (IPSN '21)
https://doi.org/10.1145/3412382.3458268English
Face Synthesis, Wearables, Face Gesture Sensing, Biosensing, Human-Computer Interaction, Interactive Virtual Reality
62
2021Cyton BoardZhu, M., Chen, J., Li, H. et alVehicle driver drowsiness detection method using wearable EEG based on convolution neural networkhttps://link.springer.com/article/10.1007/s00521-021-06038-yNeural Computing and Applications (2021)https://doi.org/10.1007/s00521-021-06038-yEnglishDrowsiness detection, Electroencephalographic (EEG), Convolution neural network (CNN)
63
2021GanglionNg K.H., Ng S., Siew X.H., Wai A.A.PEEG Based Multitasking Assessment Using Simultaneous Spatiotemporal Stimulus
https://link.springer.com/chapter/10.1007/978-981-15-9472-4_32
In: Guo H., Ren H., Kim N. (eds) IRC-SET 2020https://doi.org/10.1007/978-981-15-9472-4_32English
Covert attention, Overt attention, Spatial attention, Steady-state visual evoked potential, Rapid serial visual presentation, EEG
64
2021Cyton+Daisy BoardEEG Electrode Cap Kit
Gumilar, Ihshan and Barde, Amit and Hayati, Ashkan F. and Billinghurst, Mark and Lee, Gun and Momin, Abdul and Averill, Charles and Dey, Arindam
Connecting the Brains via Virtual Eyes : Eye-Gaze Directions and Inter-brain Synchrony in VR
https://dl.acm.org/doi/abs/10.1145/3411763.3451583
CHI EA '21: Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems
https://doi.org/10.1145/3411763.3451583English
65
2021GanglionShihab Ahmed, Animesh Mitra, Sumon Saha and Md. Afsar AliFabrication of Cost-Effective Prosthetic Arm Using Electroencephalography Signalwww.ieomsociety.org/imeom/167.pdf
Proceedings of the International Conference on Industrial & Mechanical Engineering and Operations Management
EnglishBionic arm, Prosthetic arm, Brain-Computer-Interface, EEG controlled arm and Electroencephalography
66
2021GanglionXu, Jianbo; Chen, WenxiImpact of Water Temperature on Heart Rate Variability during Bathinghttps://www.mdpi.com/2075-1729/11/5/378Lifehttps://doi.org/10.3390/life11050378Englishwater temperature; bathing; ECG; heart rate variability; quantitative analysis; t-test
67
2021Cyton BoardSandra Cano, Jonathan Soto, Laura Acosta, Victor Peñeñor, Fernando MoreiraElectroencephalography as an Alternative for Evaluating User eXperience in Interactive Systemshttps://link.springer.com/chapter/10.1007/978-3-030-72657-7_42
In: Rocha Á., Adeli H., Dzemyda G., Moreira F., Ramalho Correia A.M. (eds) Trends and Applications in Information Systems and Technologies. WorldCIST 2021. Advances in Intelligent Systems and Computing, vol 1365
https://doi.org/10.1007/978-3-030-72657-7_42EnglishEEG signals User eXperience Brain-computer interfaces Ubiquitous computing 
68
2021Cyton BoardKendall Medi-trace ECG electrodes
Joel S. Burma, Andrew P. Lapointe, Ateyeh Soroush,. Ibukunoluwa K. Onighi, Jonathan D. Smirl, Jeff F. Dunn
The validity and reliability of an open source biosensing board to quantify heart rate variabilityhttps://www.sciencedirect.com/science/article/pii/S2405844021012512Heliyon, Volume 7, Issue 6, from CellPresshttps://doi.org/10.1016/j.heliyon.2021.e07148EnglishHeart rate variability, Electrocardiography, Cyton board, Open source, Validity, Reliability
69
2021Cyton+Daisy BoardUltracortex Mark IVR.Anuradha, G.Rathi, A.GraceSelvarani, N.Gokul, M.S.Dhakshata Real Time Electric Light Control using EOG Signalshttps://ieeexplore.ieee.org/abstract/document/9399605
2021 International Conference on Innovative Trends in Information Technology
10.1109/ICITIIT51526.2021.9399605EnglishEOG signals, OpenBCI, Blink detection
70
2021Cyton BoardUltracortex Mark IVVincent Kiplimo NgetichFamiliarity Detection from EEG Signals Using Wavelet Transform and LSTMhttps://link.springer.com/content/pdf/10.1007/978-981-33-4084-8.pdf#page=382
Proceedings of the International Conference on Computing and Communication Systems: 13CS 2020
EnglishElectroencephalography, Wavelet transform, LSTM
71
2021Cyton+Daisy BoardUltracortex Mark IVJatmika Nurhadi, Rosita Rahma, Lestari Kusuma Dewi, AswanAn Anxiety Phenomenonin Reading Scientific Articles in Indonesian and English: A Neurolinguistics Analysishttps://www.atlantis-press.com/proceedings/conaplin-20/125956006
Advances in Social Science, Education and Humanities Research
https://dx.doi.org/10.2991/assehr.k.210427.042EnglishAnxiety, EEG, reading, scientific article, sLORETA
72
2021Pulse SensorBernal Guillermo, Montgomery Sean M., Maes PattieBrain-Computer Interfaces, Open-Source, and Democratizing the Future of Augmented Consciousness https://www.frontiersin.org/articles/10.3389/fcomp.2021.661300/fullFrontiers in Computer Science 10.3389/fcomp.2021.661300English
73
2021Cyton BoardZhenrui Ji, Quan Liu, Wenjun Xu, Bitao Yao, Jiayi Liu , Zude ZhouA Closed-Loop Brain-Computer Interface with Augmented Reality Feedback for Industrial Human-Robot Collaborationhttps://www.researchgate.net/publication/350473185_A_Closed-Loop_Brain-Computer_Interface_with_Augmented_Reality_Feedback_for_Industrial_Human-Robot_Collaboration10.21203/rs.3.rs-283263/v1English
Industrial human-robot collaboration, Brain-computer interface, Augmented reality, Interactive robotic path planning
74
2021TBDMikolaj Bunchwald, Aleksandra Czyz, Marcin JukiewiczAnalysis of EEG Signals for Non-technial and Non-medical Studentshttp://www.e-iji.net/dosyalar/iji_2021_2_48.pdfInternational Journal of Instruction10.29333/iji.2021.14248aEnglishbrain-computing interface, SSVEP- related brain signals, electrocardigraphic signals, alpha waves, p300
75
2021TBDDeepak KapgateEfficient Quadcopter Flight Control Using Hybrid SSVEP + P300 Visual Brain Computer Interfacehttps://www.tandfonline.com/doi/full/10.1080/10447318.2021.1921482International Journal of Human–Computer Interactionhttps://doi.org/10.1080/10447318.2021.1921482English
76
2021TBDShahnavazi, A., Homayounfar, M., Fadaei, M & Shabani, Sh.The Effect of Light on Reaction of Food Customers Based on Neuro-marketinghttps://cbs.uok.ac.ir/article_61752.html?lang=en
Consumer Behavior Studies Journal, 2021, Vol. 8, No.1, pp. 1-21
https://dx.doi.org/10.34785/J018.2021.932PersianCustomer Behavior, Emotions, NeuroMarketing, Electroencephalogra
77
2021Cyton Board
Vivianne Flávia Cardos, Denis Delisle-Rodriguez, Maria Alejandra Romero-Laiseca, Flávia A. Loterio, Dharmendra Gurve, Alan Floriano, Carlos Valadão, Leticia Silva, Sridhar Krishnan, Anselmo Frizera-Neto and Teodiano Freire Bastos-Filho
Effect of a Brain–Computer Interface Based on Pedaling Motor Imagery on Cortical Excitability and Connectivityhttp://scholar.google.com/scholar_url?url=https://www.mdpi.com/1424-8220/21/6/2020/pdf&hl=en&sa=X&d=3743719481528309039&ei=YYBSYOzuFeiN6rQPg5ud0Aw&scisig=AAGBfm2BH34uzxiWvfRIbJ5Bzld1oFJT_g&nossl=1&oi=scholaralrt&hist=phuwsnkAAAAJ:1324821476278215287:AAGBfm1j5tukHsbeU89cUqsrIj25mrgFmg&html=&folt=kwMDPI Sensors - Special Issue "Sensors Technology for Medical Robotics"https://doi.org/10.3390/s21062020Englishbrain–computer interface; brain connectivity; lower limb rehabilitation; motor sensory rhythms; pedaling
78
2021Cyton BoardcustomNetiwit Kaongoen, Jaehoon Choi, and Sungho JoSpeech-imagery-based brain–computer interface system using ear-EEGhttp://nmail.kaist.ac.kr/paper/JNE2021.pdfJournal of Neural Engineeringhttps://doi.org/10.1088/1741-2552/abd10eEnglishbrain–computer interface,ear-EEG,speech imagery,multilayer extreme learning machine
79
2021Cyton BoardNa Wu, Hao JIN, Xiachuan Pei, Shurong Dong, Jikui Luo, Ruijian Yan, and Gang FengGesture recognition system based on CNN-IndRNN and OpenBCIhttps://www.matec-conferences.org/articles/matecconf/pdf/2021/05/matecconf_cscns20_06003.pdfMATEC Web of Conferences 336https://doi.org/10.1051/matecconf/202133606003English
80
2021Cyton BoardPalpolage Don Shehan Hiroshan Gunawardane; Raymond Macneil; Leo Zhao; James Enns; Clarence De Silva; Mu ChiaoA Fusion Algorithm for Saccade Eye Movement Enhancement with EOG and Lumped-element Modelshttps://www.researchgate.net/publication/349617055_A_Fusion_Algorithm_for_Saccade_Eye_Movement_Enhancement_with_EOG_and_Lumped-element_ModelsIEEE Transactions on Biomedical Engineering10.1109/TBME.2021.3062256EnglishMathematical model , Electrooculography , Computational modeling , Muscles , Biological system modeling , Biomedical measurement , Adaptation models Author Keywords Electrooculography , Adaptive filters , Biosignals , Saccades , Eye models , Human computer interactions
81
2021Cyton BoardUltracortex Mark IVRana Md Shahariar Parbez; Khondaker A. MamunBlinkFruity: A Real-Time EEG Based Neurofeedback Game for Brain-Computer Interfacehttps://ieeexplore.ieee.org/abstract/document/93334692020 2nd International Conference on Advanced Information and Communication Technology (ICAICT)10.1109/ICAICT51780.2020.9333469EnglishEntertainment industry, Games, Tools, Electroencephalography, Real-time systems, Brain-computer interfaces, Reliability, Blink, Brain–computer interface (BCI), EEG, OpenBCI, game design, gameplay
82
2021Cyton BoardYumiao Chen, Zhongliang Yang and Yangliang WenA Soft Exoskeleton Glove for Hand Bilateral Training via Surface EMGhttp://scholar.google.com/scholar_url?url=https://www.mdpi.com/1424-8220/21/2/578/pdf&hl=en&sa=X&d=10454797439915091092&ei=llwLYLqKI8qnywS5jqaQAg&scisig=AAGBfm0Ls-jO1jgC_8b9EV5_cK09JXNeXA&nossl=1&oi=scholaralrt&hist=phuwsnkAAAAJ:1324821476278215287:AAGBfm1j5tukHsbeU89cUqsrIj25mrgFmg&html=Sensorshttps://doi.org/10.3390/s21020578Englishexoskeleton, surface electromyography, hand motion recognition, bilateral training
83
2021Ultracortex Mark IVAikaterini Gialopsou, Christopher Abel, Timothy M. James, Thomas Coussens, Mark G. Bason, Reuben Puddy, Francesco Di Lorenzo, Katharina Rolfs, Jens Voigt, Tilmann Sander, Mara Cercignani, Peter KrügerImproved spatio-temporal measurements of visually evoked fields using optically-pumped magnetometershttps://www.biorxiv.org/content/10.1101/2021.01.27.428396v1bioArxiv preprinthttps://doi.org/10.1101/2021.01.27.428396Englishmagnetoencephalography (MEG), visually evoked brain fields (VEF), superconducting quantum interference device (SQUID), OPM
84
2021Cyton Board cEEGrid ear electrodesMichael Thomas Knierim, Christoph Berger, Pierluigi RealiOpen-Source Concealed EEG Data Collection for Brain-Computer-Interfaceshttps://arxiv.org/ftp/arxiv/papers/2102/2102.00414.pdfArxiv PreprintEnglisheeg, ceegrid, concealed, ear, in-ear, mobile EEG, open sourceAwesome appendices
85
2021Cyton+Daisy BoardUltracortex Mark IVMarianna Koctúrová, Jozef JuhárA Novel Approach to EEG Speech Activity Detection with Visual Stimuli and Mobile BCIhttp://scholar.google.com/scholar_url?url=https://www.mdpi.com/2076-3417/11/2/674/pdf&hl=en&sa=X&d=11378052140150603235&ei=llwLYLqKI8qnywS5jqaQAg&scisig=AAGBfm03JBVY-T9kTT0ztI2Jzvx3_YOQUg&nossl=1&oi=scholaralrt&hist=phuwsnkAAAAJ:1324821476278215287:AAGBfm1j5tukHsbeU89cUqsrIj25mrgFmg&html=Applied Sciencehttps://doi.org/10.3390/app11020674Englishelectroencephalography, mobile EEG device, speech detection, feed-forward neural network, visual stimuli
86
2021Cyton BoardMads Jochumsen,Taha Al Muhammadee Janjua, Juan Carlos Arceo, Jimmy Lauber, Emilie Simoneau Buessinger and Rasmus Leck KæselerInduction of Neural Plasticity Using a Low-Cost Open Source Brain-Computer Interface and a 3D-Printed Wrist Exoskeletonhttps://www.mdpi.com/1424-8220/21/2/572Sensorshttps://doi.org/10.3390/s21020572Englishbrain-computer interface, neural plasticity, neurorehabilitation, motor imagination, exoskeleton
87
2021Myoware Muscle SensorSkintact Foam ElectrodesWilver Auccahuasi, Grisi Bernardo, Madelaine Bernardo, Alfonso Fuentes, Fernando Sernaque, Elizabeth OréControl and remote monitoring of muscle activity and stimulation in the rehabilitation process for muscle recoveryhttps://www.sciencedirect.com/science/article/pii/B9780128196649000132Healthcare Paradigms in the Internet of Things Ecosystem, https://doi.org/10.1016/B978-0-12-819664-9.00013-2EnglishControl, Electromyography, Interface, Monitoring, Muscle, Web service
88
2021M. M. Khan, T. Tazin, M. K. Tanzid, Z. H. Arshie, S. Islam and R. H. AshiqueDevelopment of Home Auotomation System by Using Brain Wavehttps://ieeexplore.ieee.org/abstract/document/93505092020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI)10.1109/STI50764.2020.9350509EnglishHome automation; Software packages; Neurons; Psychology; Organizations; Electroencephalography; Engines; Digitization; computerization; brain waves; home automation; framework; IoT
89
2021Cyton BoardGriffin Milsap, and Preston PeranichTechnical Note: A Low-Cost Research Platform for Brain Computer-Interface Applications in Mixed Reality
https://ieeexplore.ieee.org/abstract/document/9441260
2021 10th International IEEE/EMBS Conference on Neural Engineering
10.1109/NER49283.2021.9441260English
BCI implementations , mixed reality environments , less-invasive holographic stimulus presentation , greatly enhanced portability , 3D-printable electroencephalography attachment , Microsoft HoloLens , low-energy communication , hobbyists , prototype BCIs , untethered XR environment , external compute resources , low-cost research platform , brain-computer-interface applications , steady-state-visually-evoked-potential , SSVEP , neural signals , audiovisual stimuli , exogenous BCIs , physical stimulus presentation apparatus , prolonged system setup
90
2021Cyton BoardArkadiusz Hulewicz; Krzysztof DziarskiSteady-State Visual Evoked Potentials SSVEP in Brain-Computer Interfaces
https://ieeexplore.ieee.org/abstract/document/9446779
MEASUREMENT 2021, Proceedings of the 13th International Conference, Smolenice, Slovakia
10.23919/Measurement52780.2021.9446779English
Electrodes , Electric potential , Visualization , Area measurement , Electric variables measurement , Electrophysiology , Brain-computer interfaces
91
2021Cyton BoardEric Redlingera, Bernhard Glasb,Yang RongaImpact of screen size on cognitive training task performance: An HMD study
https://www.sciencedirect.com/science/article/pii/S0167876021001835
International Journal of Psychophysiologyhttps://doi.org/10.1016/j.ijpsycho.2021.06.003EnglishVR-EEG, HMD, Cognitive training, E-learning
92
2021Cyton+Daisy Board
Soha Rostaminia,1 S. Zohreh Homayounfar,2 Ali Kiaghadi,3 Trisha L. Andrew2,4,* Deepak Ganesan,1
PhyMask: Robust Sensing of Brain Activity and Physiological Signals During Sleep with an All-textile Eye Mask
https://arxiv.org/ftp/arxiv/papers/2106/2106.07645.pdf
Arxiv PreprintEnglishSignal Processing (eess.SP); Human-Computer Interaction (cs.HC)
93
2021OpenBCI HardwareXiaoyan Shen a,b, *, Xuemei Wang a , Song Lu a , Zhiling Li a , Wei Shao a , Yan Wu a
Research on the real-time control system of lower-limb gait movement based on motor imagery and central pattern generator
https://www.sciencedirect.com/science/article/pii/S1746809421004006
Biomedical Signal Processing and Controlhttps://doi.org/10.1016/j.bspc.2021.102803English
Brain-computer interface, Motor imagery, Functional electrical stimulation, Central pattern generator, Gait detection, Rehabilitation training
94
2021Cyton BoardBingbing Wang,1 Zeju Xu,1 Tong Luo,1 and Jiahui PanEEG-Based Closed-Loop Neurofeedback for Attention Monitoring and Training in Young Adults
https://www.hindawi.com/journals/jhe/2021/5535810/
Biomedical Signal Processing Using Non-Invasive Sensors for Healthcare
https://doi.org/10.1155/2021/5535810English
95
2021Cyton+Daisy BoardR. Anuradha; G. Rathi; A. GraceSelvarani; N. Gokul; M. S. DhakshataReal -Time Thought Controlled Action for Paralytic Patient using Electroencephalogramhttps://ieeexplore.ieee.org/abstract/document/9456194
2nd International Conference for Emerging Technology (INCET)
10.1109/INCET51464.2021.9456194EnglishEEG signals, OpenBCI, Thoughts detection
96
2021Cyton+Daisy Board
Yevheniy Dmytriyev; Ahmed Magdy Ahmed Zaki; Marco Carnevale; Federico Insero; Hermes Giberti
Brain computer interface for human-cobot interaction in industrial applicationshttps://ieeexplore.ieee.org/abstract/document/94613832021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA)10.1109/HORA52670.2021.9461383EnglishVisualization, Service robots, Collaboration, Tools, Brain-computer interfaces, Workstations, Steady-state
97
2021Cyton BoardFang ZiYing; Darren Neo; Wang Jue; Zheng YiCheng; Yvonne Y. H. LamAn Integrated Fall Prevention System with Single-Channel EEG and EMG Sensorhttps://ieeexplore.ieee.org/abstract/document/9464220
2021 4th International Conference on Circuits, Systems and Simulation (ICCSS)
10.1109/ICCSS51193.2021.9464220EnglishLegged locomotion, Support vector machines, Matched filters, Electric potential, Sociology, Brain modeling, Electromyography
98
2021Cyton BoardAhmed J. Abougarair; Hanadi M. Gnan; Abdulhamid Oun; Saadedin O. ElwarshfaniImplementation of a Brain-Computer Interface for Robotic Arm Controlhttps://ieeexplore.ieee.org/abstract/document/9464359
2021 IEEE 1st International Maghreb Meeting of the Conference on Sciences and Techniques of Automatic Control and Computer Engineering MI-STA
10.1109/MI-STA52233.2021.9464359EnglishComputers, Three-dimensional displays, Manipulators, Brain-computer interfaces, Electroencephalography, Real-time systems, Servomotors
99
2021Cyton+Daisy Board
Saad Arif; Mahad Arif; Saba Munawar; Yasar Ayaz; Muhammad Jawad Khan; Noman Naseer
EEG Spectral Comparison Between Occipital and Prefrontal Cortices for Early Detection of Driver Drowsinesshttps://ieeexplore.ieee.org/abstract/document/9466007
2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS)
10.1109/AIMS52415.2021.9466007EnglishSupport vector machines, Mechatronics, Sleep, Vehicle driving, Electroencephalography, Brain-computer interfaces, Task analysis
100
2021Cyton BoardEdgar P. Torres P., Edgar Torres H., Myriam Hernández-Álvarez, Sang Guun YooEEG-Based BCI Emotion Recognition Using the Stock-Emotion Datasethttps://www.researchgate.net/publication/347747774_EEG-Based_BCI_Emotion_Recognition_Using_the_Stock-Emotion_DatasetAdvances in Emerging Trends and Technologies (pp.226-235)10.1007/978-3-030-63665-4_18EnglishEmotion-recognition, BCI, EEG, Machine Learning, Feature extraction