| A | B | C | D | E | F | G | H | I | J | K | ||
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1 | Year | OpenBCI Product Used | Electrode / Other Products | Author(s) | Title | URL | Journal/Conference | DOI | Language | Keyword(s) | Notes | |
2 | 2022 | Ahmed J. Abougarair, Hanadi M. Gnan, Ali M. Elmelhi, Nasar Aldian Ambark Shashoa | Real Time Classification for Robotic Arm Control Based Electromyographic Signal | https://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-STA54861.2022.9837703 | English | Electrodes, Robot arm, Electromyography (EMG), MUAP, Servo motor, OpenBCI | ||||
3 | 2022 | Cristina Farmaki, Nikolaos Zacharioudakis, Matthew Pediaditis, Myrto Krana, Vangelis Sakkalis | Application of dry EEG electrodes on low-cost SSVEP-based BCI for robot navigation | https://ieeexplore.ieee.org/abstract/document/9827672 | 2022 IEEE International Conference on Imaging Systems and Techniques (IST) | https://doi.org/10.1109/IST55454.2022.9827672 | English | BCI, SSVEP, dry electrodes, OpenBCI, robot navigation | ||||
4 | 2022 | Cyton+Daisy Board | Ultracortex Mark IV | Karina Sanchez, Sruthi Sakthivel, Michael Bose, and Evan Jennings | NeuroGen: EEG AND Near-Infrared Light Stimulation Device | https://scholarcommons.scu.edu/cgi/viewcontent.cgi?article=1086&context=idp_senior | Santa Clara University | English | ||||
5 | 2022 | Cyton+Daisy Board | EEG 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 Recognition | https://www.frontiersin.org/articles/10.3389/fpsyg.2022.864047/full | Frontiers in Psychology | https://doi.org/10.3389/fpsyg.2022.864047 | English | OpenBCI; decision fusion; electroencephalography (EEG); emotion recognition; facial micro-expressions; neural networks; physiological signals. | ||
6 | 2022 | Cyton Board | Sadaf Sarafan | Novel Computation for Fetal Electrocardiogram Extraction | https://escholarship.org/content/qt58w3j6xs/qt58w3j6xs.pdf | English | ||||||
7 | 2022 | Swapnali A. Chaudhari, Dr. Bharti W. Gawali, and Dr. Omprakash S. Jadhav | Statistical Analysis Of EEG Data For Attention Deficit Hyperactivity Disorder | https://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=kw | English | |||||||
8 | 2022 | Cyton+Daisy Board | Ultracortex Mark IV | Joseph Kempel, David Bridgett, Andero Uusberg, Sachit Butail | The effect of positive extrinsic distraction on the temporal dynamics of emotional response to aversive stimuli | https://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=kw | English | emotion regulation; distraction; extrinsic regulation; event-related potential | ||||
9 | 2022 | Cyton 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-Concept | https://www.mdpi.com/2624-6120/3/2/24/htm | signals | https://doi.org/10.3390/signals3020024 | English | ||||
10 | 2022 | Ganglion | Headband Kit | Brandon Hernandez, Oscar Morales-Ponce | A Human-Computer Interface for Hands-Free Musical Accompaniment | https://scholarworks.calstate.edu/downloads/2n49t693d | English | |||||
11 | 2022 | Cyton Board | Emma Louise Baczkowski | Minimally Invasive Clinical Monitoring and Data Transference in Cardiac Patients | https://orca.cardiff.ac.uk/id/eprint/149941/13/2022baczkowskielphd.pdf | English | ||||||
12 | 2022 | OpenBCI GUI | Berith Atemoztil De la Cruz-Sanchez, Manuel Arias-Montiel, Esther Lugo-Gonzalez | EMG-controlled hand exoskeleton for assisted bilateral rehabilitation | https://www.sciencedirect.com/science/article/pii/S020852162200033X | Biocybernetics and Biomedical Engineering | https://doi.org/10.1016/j.bbe.2022.04.001 | English | Assistive rehabilitation, EMG signals, Fuzzy control, Hand exoskeleton | |||
13 | 2022 | Cyton Board | Josh Andres, Nathan Semertzidis, Zhuying Li, Yan Wang, Florian Mueller | Integrated Exertion – Understanding the Design of Human–Computer Integration in an Exertion Context | https://dl.acm.org/doi/abs/10.1145/3528352 | ACM Journals | https://doi.org/10.1145/3528352 | English | Human-computer integration, whole-body interaction, exertion, bike, cycling | |||
14 | 2022 | Cyton+Daisy Board | Jiangfan Chen, Haobo Li, Lei Han, Jiaoyi Wu, Ali Azam, Zutao Zhang | Driver vigilance detection for high-speed rail using fusion of multiple physiological signals and deep learning | https://www.sciencedirect.com/science/article/pii/S1568494622003143 | Applied Soft Computing | https://doi.org/10.1016/j.asoc.2022.108982 | English | High-speed rail, Vigilance detection, Multiple physiological signals, Convolutional recurrent neural network | |||
15 | 2022 | Sandra Cano, Jonathan Soto, Laura Acosta, Victor Peñeñory, Fernando Moreira | Using Brain -Computer Interface to evaluate the User eXperience in interactive systems | https://www.tandfonline.com/doi/abs/10.1080/21681163.2022.2072398 | https://doi.org/10.1080/21681163.2022.2072398 | English | interfaces, user eXperience, interactive systems, brain computer interfaces | |||||
16 | 2022 | Joseph O'Neill, Rutledge Detyens, Ryan Integlia, Sorinel Oprisan | 3D Convolutional Neural Networks on an EEG-Based Motor Imagery Dataset | https://ieeexplore.ieee.org/abstract/document/9764024 | SoutheastCon 2022 | https://doi.org/10.1109/SoutheastCon48659.2022.9764024 | English | Brain Computer Interface, 3D Convolutional Neural Networks, electroencephalogram, Event-related potentials, Classification | ||||
17 | 2022 | Cyton+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 hardware | https://www.sciencedirect.com/science/article/pii/S2352340922004280 | https://doi.org/10.1016/j.dib.2022.108225 | English | Brain-computer interfacesLow-cost technologiesElectroencephalography (EEG) | ||||
18 | 2022 | Cyton Board | Eric 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 Games | https://doi.org/10.2196%2F35295 | English | HMD, working memory, gamification, cognitive training, serious game, game, cognitive activity, user performance, visual memory, cognitive, user performance, mobile phone | |||
19 | 2022 | OpenBCI 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 | English | Robotics, Brain-computer Interface, Mixed Reality, Augmented Reality IoT, Human-Computer Interaction | ||||
20 | 2022 | Cyton+Daisy Board | Ultracortex 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 Modeling | https://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=kw | 26th Annual Symposium of Student Scholars - 2022 | English | Pre-movement EEG, decision classification, gait | |||
21 | 2022 | Cyton Board | Headband Kit | Aloaye E. Itsueli; Jonathan D. N. Kamba; Jeremie O. K. Kamba; R. Alba-Flores | Drone Control Using Electroencephalogram (EEG) Signals | https://ieeexplore.ieee.org/abstract/document/9764002 | SoutheastCon 2022 | https://doi.org/10.1109/SoutheastCon48659.2022.9764002 | English | Training , Artificial neural networks , Feature extraction , Electroencephalography , Software , Recording , Pattern recognition, Electroencephalographic , Artificial Neural Network , drone , UAV | ||
22 | 2022 | Cyton 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.202200793 | https://doi.org/10.1002/adma.202200793 | English | Virtual reality; gesture recognition; human-computer interaction; machine learning; triboelectric nanogenerator. | ||||
23 | 2022 | Cyton Board | Ultracortex Mark IV | Takumi Asakura | Relationship between Subjective and Biological Responses to Comfortable and Uncomfortable Sounds | https://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=kw | Applied Sciences | https://doi.org/10.3390/app12073417 | English | subjective evaluation; electroencephalography; heart rate variability | ||
24 | 2022 | Cyton Board | Ultracortex Mark IV | Shahanawaj Ahamad | System Architecture for Brain-Computer Interface based on Machine Learning and Internet of Things | https://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.2022.0130357 | English | Brain-computer interface; machine learning; internet of things; EEG; system architecture | ||
25 | 2022 | Cyton Board | David Zambrana-Vinaroz, Jose Maria Vicente-Samper, Jose Maria Sabater-Navarro | Validation of Continuous Monitoring System for Epileptic Users in Outpatient Settings | https://www.mdpi.com/1424-8220/22/8/2900/htm | Portable Systems for Diagnostics and Monitoring Applications | https://doi.org/10.3390/s22082900 | English | ambulatory; artifacts; ear EEG; ECG; epilepsy; HRV; monitoring system; PPG; PTT; wearable | |||
26 | 2022 | Ganglion | Jonas Auda, Uwe Gruenefeld, Thomas Kosch, Stefan Schneegaß | The Butterfly Effect: Novel Opportunities for Steady-State Visually-Evoked Potential Stimuli in Virtual Reality | https://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.pdf | Conference: Augmented Humans | DOI:10.1145/3519391.3519397 | English | Virtual Reality, Brain-Computer Interface, Steady State Visually Evoked Potential, Realism | |||
27 | 2022 | Cyton+Daisy Board | EEG 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 Signals | https://dl.acm.org/doi/pdf/10.1145/3490099.3511148 | IUI '22: 27th International Conference on Intelligent User Interfaces | DOI:10.1145/3490099.3511148 | English | Human-Computer interaction (HCI), Multimodal Emotion Recognition, Conversational emotion recognition, Electroencephalography (EEG), Galvanic Skin Response (GSR), Photoplethysmography (PPG), Multimodal fusion | ||
28 | 2022 | Cyton Board | Ultracortex Mark IV | Charles Perkins | Multichannel Transcranial Acoustoelectric Brain Imaging in a Human Head Model | https://repository.arizona.edu/bitstream/handle/10150/663412/azu_etd_19434_sip1_m.pdf?sequence=1&isAllowed=y | The University of Arizona, University Libraries | English | Acoustoelectric Imaging Acquisition Hardware Sensors tABI Transcranial Acoustoelectric Brain Imaging | |||
29 | 2022 | Cyton 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 EEG | https://ieeexplore.ieee.org/abstract/document/9734823 | 2022 10th International Winter Conference on Brain-Computer Interface (BCI) | DOI: 10.1109/BCI53720.2022.9734823 | English | Electrodes, wireless communication, vibrations, wireless sensor networks, vibration measurement, feature extraction, electroencephalography, brain-machine interface, prosthesis, feature extraction, motor imagery | |||
30 | 2022 | Ganglion | Catur Atmaji, Danang Lelono, Agus Harjoko, Andi Dharmawan | The Use of Time and Frequency Features in Finger Movements Based on Electromyogram Recording | https://ieeexplore.ieee.org/abstract/document/9726009 | 2022 International Conference for Advancement in Technology (ICONAT) | DOI: 10.1109/ICONAT53423.2022.9726009 | English | Electrodes, time-frequency analysis, finger, artificial neural networks, muscles, feature extraction, electromyography, artificial neural network, long short-term memory, 4-channel electrodes | |||
31 | 2022 | Cyton Board | Swati Mandekar, Abigail Holland, Moritz Thielen, Mehdi Behbahani, Mark Melnykowycz | Advancing towards Ubiquitous EEG, Correlation of In-Ear EEG with Forehead EEG | https://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=kw | Sensors 2022, 22, 1568 | https://doi.org/10.3390/s22041568 | English | in-ear EEG; correlation; forehead EEG; impedance spectroscopy; biopotential electrodes; BCI | |||
32 | 2022 | Cyton+Daisy Board | Ultracortex Mark IV | Henry, Eléonore H; Bougard, Clément; Bourdin, Christophe; Bringoux, Lionel. | Changes in Electroencephalography Activity of Sensory Areas Linked to Car Sickness in Real Driving Conditions | https://www.frontiersin.org/articles/10.3389/fnhum.2021.809714/full | Frontiers in Human Neuroscience | DOI:10.3389/fnhum.2021.809714 | English | |||
33 | 2022 | Cyton 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 gill | https://www.sciencedirect.com/science/article/pii/S2667325822000425 | https://doi.org/10.1016/j.fmre.2022.01.003 | English | Bionic Shark gill, Graded Multichannel, Respiratory sensing | ||||
34 | 2022 | Cyton Board | Yuan Liu, Shuaifei Huang, Zhuang Wang, Fengrui Ji and Dong Ming | Functional Reorganization After Four-Week Brain–Computer Interface-Controlled Supernumerary Robotic Finger Training: A Pilot Study of Longitudinal Resting-State fMRI | https://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.pdf | Neuroprosthetics, a section of the journal Frontiers in Neuroscience | https://doi.org/10.3389/fnins.2021.766648 | English | supernumerary robotic finger, resting-state fMRI, fALFF, ReHo, DC, neuroplasticity | |||
35 | 2022 | Cyton Board | Headband 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 aesthetics | https://arxiv.org/pdf/2202.03246.pdf | English | Brain-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 information | https://link.springer.com/article/10.1007/s10015-022-00734-1 | Artificial Life and Robotics | https://doi.org/10.1007/s10015-022-00734-1 | English | Emotion recognition, Multimodal physiological responses, Remote measurement, Electroencephalography | ||||
37 | 2022 | Cyton 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 Engineering | https://doi.org/10.1007/s42600-021-00196-7 | English | Brain-computer interface, Motor imagery, Lower-limb rehabilitation, Robotic rehabilitation | |||
38 | 2022 | Cyton+Daisy Board+Wifi Shield | Guoxia Zou | The Recognition of Action Idea EEG with Deep Learning | https://www.hindawi.com/journals/complexity/2022/5308885/ | Complexity | https://doi.org/10.1155/2022/5308885 | English | EEG, Deep Learning, Conv1D-GRU, Recogonition of idea, Robotic hand | |||
39 | 2022 | Cyton Board | Chuanchu Wang; Haihong Zhang; Soon Huat Ng; Xiaoqun Zhu; Kai Keng Ang | Wireless 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/EMBC46164.2021.9629500 | English | Wireless communication, Wireless sensor network, Force measurement, Sensor systems, Electromyography, Electroencephalography, sensors, HRI, EEG, EMG, IMU, Time Synchronization MeSH Terms, Acceleration, Humans, Motion | |||
40 | 2022 | OpenBCI GUI | M. A. Obaidah, Mahmudunnabi and M. M. Khan | Brain 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/UEMCON53757.2021.9666738 | English | Sleep, Music, Medical treatment, Mobile communication, Control systems, EEG, brain wave, accelerometer, music system, smart system | |||
41 | 2022 | OpenBCI GUI | K. A. A. Weiss, F. Concatto, R. G. C. Teive, and A. R. G. Ramirez | On-line recognition of emotions via electroencephalography | https://latamt.ieeer9.org/index.php/transactions/article/download/6063/1444 | IEEE Latin America Transactions | English | Emotion Recognition, Brain-Computer Interface, Electroencephalography, On-line Processing | ||||
42 | 2021 | Cyton Board | Mario Valderrama, Edgar Gonzalez, Fernando Garcia | Development of a low-cost surface EMG acquisition system device for wearable applications | https://ieeexplore.ieee.org/abstract/document/9626100 | 2021 IEEE 2nd International Congress of Biomedical Engineering and Bioengineering (CI-IB&BI) | DOI: 10.1109/CI-IBBI54220.2021.9626100 | English | Electrodes, surface impedance, protocols, costs, prototypes, muscles, electromyography, | |||
43 | 2021 | Cyton 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 seizures | https://repositorio.uniandes.edu.co/bitstream/handle/1992/48660/u833306.pdf?sequence=1 | 2021 IEEE 2nd International Congress of Biomedical Engineering and Bioengineering (CI-IB&BI) | DOI: 10.1109/CI-IBBI54220.2021.9626123 | English | Electrodes, brain, wires, epilepsy, electroencephalography, synchronization, biomedical monitoring, biomedical electrodes, brain activities, epilepsy, in-ear electrodes, wearable system, wireless, long term monitoring, mobile application | |||
44 | 2021 | Cyton 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 amputees | https://repositorio.uniandes.edu.co/bitstream/handle/1992/43980/u830592.pdf?sequence=1 | 2021 IEEE 2nd International Congress of Biomedical Engineering and Bioengineering (CI-IB&BI) | DOI: 10.1109/CI-IBBI54220.2021.9626086 | English | Fabrication, Sociology, Hardware, Electromyography, Iterative methods, Statistics, Robots, Trans-radial, prosthesis, needs, iterative, myoelectric | |||
45 | 2021 | Cyton Board | Ultracortex 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 Neuromore | https://ieeexplore.ieee.org/document/9677782 | 2021 4th International Conference on Bio-Engineering for Smart Technologies (BioSMART) | DOI: 10.1109/BioSMART54244.2021.9677782 | English | Neuromuscular, 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 | 2021 | Cyton Board | Ultracortex Mark IV | Carlton Moeller | Time Perception Changes During Open Monitoring but not Focused Attention Meditation: A Result of Attentional Scope Dilation | https://impulse.appstate.edu/sites/impulse.appstate.edu/files/Moeller,%202021.pdf | Impulse: The Premier Journal for Undergraduate Publications in the Neurosciences | English | Timing; Time perception; Mindfulness; Meditation; Mantra; EEG; Focused Attention; Open Monitoring; Attentional Scope; Attention | |||
47 | 2021 | Cyton Board | Lim, Zheng You and Sim, Kok Swee and Tan, Shing Chiang | Left And Right Brain Balancing Application With EEG Neurofeedback System | http://shdl.mmu.edu.my/9895/ | English | ||||||
48 | 2021 | Cyton 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 Technologies | English | Action potential, brain-computer interface, brain wave, central nervous system, electroencephalography data | ||||
49 | 2021 | Ganglion | Gold 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/ | PhysioNet | https://doi.org/10.13026/ps31-fc50 | English | Auditory stimulus, Evoked Potentials, EEG, Biometric System, Bone-conducting auditory stimuli, Music | ||
50 | 2021 | Cyton Board | Custom 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 Weekly | https://doi.org/10.4414/smw.2021.w30039 | English | Underwater, Scuba diving, ECG, Heart Rate, Variability | ||
51 | 2021 | Cyton Board | EEG Electrode Cap Kit | Srividya 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/10.1101/2021.11.16.468841 | English | EEG, Gamma Oscillations, OpenBCI | |||
52 | 2021 | Cyton+Daisy Board | Ultracortex Mark IV | Victor Asanza, Daniel Montoya, Enrique Peláez, Francis Loayza, Leandro L. Lorente-Leyva, Diego H. Peluffo-Ordóñez, Kléber González | MILimbEEG: An EEG Signals Dataset based on Upper and Lower Limb Task During the Execution of Motor and Motorimagery Tasks | https://data.mendeley.com/datasets/w9xfz56txv/2 | Mendeley Data | 10.17632/w9xfz56txv.2 | English | Human-Machine Interface, Brain, Electroencephalography, Brain-Computer Interface | https://www.youtube.com/watch?v=gySZVoVpiTU | |
53 | 2021 | Cyton Board | B. H. Kim, S. Jo, S. Choi | ALIS: Learning Affective Causality Behind Daily Activities From a Wearable Life-Log System | http://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.2021.3106638 | English | Physiology, Sensors, Emotion recognition, Biomedical monitoring, Electroencephalography, Brain modeling, Feature extraction, Affective causality, daily activities, EEG, emotion recognition, lifelog, physiological signals, wearable | |||
54 | 2021 | Cyton Board | g.tec-g.SAHARA | O’Sullivan, M.; Temko, A.; Bocchino, A.; O’Mahony, C.; Boylan, G.; Popovici, E | Analysis of a Low-Cost EEG Monitoring System and Dry Electrodes toward Clinical Use in the Neonatal ICU | https://www.mdpi.com/1424-8220/19/11/2637 | Sensors | https://doi.org/10.3390/s19112637 | English | neonatal EEG; EEG electrode; dry electrode; MicroTIPs; microneedles; g.tec; OpenBCI | ||
55 | 2021 | Cyton Board | Eric Redlinger, Claudia Shao | Comparing brain activity in virtual and non-virtual environments: A VR & EEG study | https://www.sciencedirect.com/science/article/pii/S2665917421000258 | Measurement: Sensors | https://doi.org/10.1016/j.measen.2021.100062 | English | VR, EEG, HMD, Theta wave, Tetris, Cognitive training | |||
56 | 2021 | Cyton Board | Ultracortex Mark IV | T. Majoros; S. Oniga | Activity recognition using consumer-grade EEG device | https://ieeexplore.ieee.org/abstract/document/9515106/keywords#keywords | 13th International Conference on Electronics, Computers and Artificial Intelligence (ECAI) | 10.1109/ECAI52376.2021.9515106 | English | Support vector machines, Performance evaluation, Brain, Visualization, Time series analysis, Scalp, Electroencephalography, Artificial Neural Networks, Brain-Computer Interfaces. | ||
57 | 2021 | Cyton Board | Skintact Foam Electrodes | Wassim Alhilali, Cyril Camachon, Christophe Hurter, and Vsevolod Peysakhovich | Eye movement detection in military aeronautics using EOG | https://neuroergonomicsconference.um.ifi.lmu.de/wp-content/uploads/submissions/190.pdf | neuroergonomics Conference 2021 | English | Aeronautis, EOG, Aviation, Military, Oculometry | |||
58 | 2021 | Cyton Board | Ultracortex 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 Interfaces | https://www.hindawi.com/journals/jhe/2021/5517637/ | Journal of Healthcare Engineering 2021 | https://doi.org/10.1155/2021/5517637 | English | Brain-Computer Interfaces, Privacy, P300, Visual Stimuli | ||
59 | 2021 | Cyton Board | Ultracortex Mark IV | Rosca Sebastian Daniel; Leba Monica; Sibisanu Remus Constantin; Panaite Arun Fabian | Analysis of EEG-Based Stroke Severity Groups Clustering using K-Means | https://ieeexplore.ieee.org/document/9502250/authors#authors | 2021 International Seminar on Intelligent Technology and Its Applications (ISITIA) | 10.1109/ISITIA52817.2021.9502250 | English | Seminars, Systematics, Clustering methods, Statistical distributions, Stroke (medical condition), Tools, Electroencephalography | ||
60 | 2021 | Cyton Board | Ultracortex Mark IV | Mauricio A. Ramírez-Moreno, Mariana Díaz-Padilla, Karla D. Valenzuela-Gómez, et al. | EEG-Based Tool for Prediction of University Students’ Cognitive Performance in the Classroom | http://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=kw | MDPI Brain Sciences | https://doi.org/10.3390/brainsci11060698 | English | EEG; cognitive performance; education; neuroengineering; machine learning | ||
61 | 2021 | Cyton Board | Skintact Foam Electrodes | Chen Chen, Ke Sun, Xinyu Zhang | ExGSense: Toward Facial Gesture Sensing with a Sparse Near-Eye Sensor Array | https://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/10.1145/3412382.3458268 | English | Face Synthesis, Wearables, Face Gesture Sensing, Biosensing, Human-Computer Interaction, Interactive Virtual Reality | ||
62 | 2021 | Cyton Board | Zhu, M., Chen, J., Li, H. et al | Vehicle driver drowsiness detection method using wearable EEG based on convolution neural network | https://link.springer.com/article/10.1007/s00521-021-06038-y | Neural Computing and Applications (2021) | https://doi.org/10.1007/s00521-021-06038-y | English | Drowsiness detection, Electroencephalographic (EEG), Convolution neural network (CNN) | |||
63 | 2021 | Ganglion | Ng K.H., Ng S., Siew X.H., Wai A.A.P | EEG 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 2020 | https://doi.org/10.1007/978-981-15-9472-4_32 | English | Covert attention, Overt attention, Spatial attention, Steady-state visual evoked potential, Rapid serial visual presentation, EEG | |||
64 | 2021 | Cyton+Daisy Board | EEG 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/10.1145/3411763.3451583 | English | |||
65 | 2021 | Ganglion | Shihab Ahmed, Animesh Mitra, Sumon Saha and Md. Afsar Ali | Fabrication of Cost-Effective Prosthetic Arm Using Electroencephalography Signal | www.ieomsociety.org/imeom/167.pdf | Proceedings of the International Conference on Industrial & Mechanical Engineering and Operations Management | English | Bionic arm, Prosthetic arm, Brain-Computer-Interface, EEG controlled arm and Electroencephalography | ||||
66 | 2021 | Ganglion | Xu, Jianbo; Chen, Wenxi | Impact of Water Temperature on Heart Rate Variability during Bathing | https://www.mdpi.com/2075-1729/11/5/378 | Life | https://doi.org/10.3390/life11050378 | English | water temperature; bathing; ECG; heart rate variability; quantitative analysis; t-test | |||
67 | 2021 | Cyton Board | Sandra Cano, Jonathan Soto, Laura Acosta, Victor Peñeñor, Fernando Moreira | Electroencephalography as an Alternative for Evaluating User eXperience in Interactive Systems | https://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_42 | English | EEG signals User eXperience Brain-computer interfaces Ubiquitous computing | |||
68 | 2021 | Cyton Board | Kendall 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 variability | https://www.sciencedirect.com/science/article/pii/S2405844021012512 | Heliyon, Volume 7, Issue 6, from CellPress | https://doi.org/10.1016/j.heliyon.2021.e07148 | English | Heart rate variability, Electrocardiography, Cyton board, Open source, Validity, Reliability | ||
69 | 2021 | Cyton+Daisy Board | Ultracortex Mark IV | R.Anuradha, G.Rathi, A.GraceSelvarani, N.Gokul, M.S.Dhakshata | Real Time Electric Light Control using EOG Signals | https://ieeexplore.ieee.org/abstract/document/9399605 | 2021 International Conference on Innovative Trends in Information Technology | 10.1109/ICITIIT51526.2021.9399605 | English | EOG signals, OpenBCI, Blink detection | ||
70 | 2021 | Cyton Board | Ultracortex Mark IV | Vincent Kiplimo Ngetich | Familiarity Detection from EEG Signals Using Wavelet Transform and LSTM | https://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 | English | Electroencephalography, Wavelet transform, LSTM | |||
71 | 2021 | Cyton+Daisy Board | Ultracortex Mark IV | Jatmika Nurhadi, Rosita Rahma, Lestari Kusuma Dewi, Aswan | An Anxiety Phenomenonin Reading Scientific Articles in Indonesian and English: A Neurolinguistics Analysis | https://www.atlantis-press.com/proceedings/conaplin-20/125956006 | Advances in Social Science, Education and Humanities Research | https://dx.doi.org/10.2991/assehr.k.210427.042 | English | Anxiety, EEG, reading, scientific article, sLORETA | ||
72 | 2021 | Pulse Sensor | Bernal Guillermo, Montgomery Sean M., Maes Pattie | Brain-Computer Interfaces, Open-Source, and Democratizing the Future of Augmented Consciousness | https://www.frontiersin.org/articles/10.3389/fcomp.2021.661300/full | Frontiers in Computer Science | 10.3389/fcomp.2021.661300 | English | ||||
73 | 2021 | Cyton Board | Zhenrui Ji, Quan Liu, Wenjun Xu, Bitao Yao, Jiayi Liu , Zude Zhou | A Closed-Loop Brain-Computer Interface with Augmented Reality Feedback for Industrial Human-Robot Collaboration | https://www.researchgate.net/publication/350473185_A_Closed-Loop_Brain-Computer_Interface_with_Augmented_Reality_Feedback_for_Industrial_Human-Robot_Collaboration | 10.21203/rs.3.rs-283263/v1 | English | Industrial human-robot collaboration, Brain-computer interface, Augmented reality, Interactive robotic path planning | ||||
74 | 2021 | TBD | Mikolaj Bunchwald, Aleksandra Czyz, Marcin Jukiewicz | Analysis of EEG Signals for Non-technial and Non-medical Students | http://www.e-iji.net/dosyalar/iji_2021_2_48.pdf | International Journal of Instruction | 10.29333/iji.2021.14248a | English | brain-computing interface, SSVEP- related brain signals, electrocardigraphic signals, alpha waves, p300 | |||
75 | 2021 | TBD | Deepak Kapgate | Efficient Quadcopter Flight Control Using Hybrid SSVEP + P300 Visual Brain Computer Interface | https://www.tandfonline.com/doi/full/10.1080/10447318.2021.1921482 | International Journal of Human–Computer Interaction | https://doi.org/10.1080/10447318.2021.1921482 | English | ||||
76 | 2021 | TBD | Shahnavazi, A., Homayounfar, M., Fadaei, M & Shabani, Sh. | The Effect of Light on Reaction of Food Customers Based on Neuro-marketing | https://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/J018.2021.932 | Persian | Customer Behavior, Emotions, NeuroMarketing, Electroencephalogra | |||
77 | 2021 | Cyton 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 Connectivity | http://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=kw | MDPI Sensors - Special Issue "Sensors Technology for Medical Robotics" | https://doi.org/10.3390/s21062020 | English | brain–computer interface; brain connectivity; lower limb rehabilitation; motor sensory rhythms; pedaling | |||
78 | 2021 | Cyton Board | custom | Netiwit Kaongoen, Jaehoon Choi, and Sungho Jo | Speech-imagery-based brain–computer interface system using ear-EEG | http://nmail.kaist.ac.kr/paper/JNE2021.pdf | Journal of Neural Engineering | https://doi.org/10.1088/1741-2552/abd10e | English | brain–computer interface,ear-EEG,speech imagery,multilayer extreme learning machine | ||
79 | 2021 | Cyton Board | Na Wu, Hao JIN, Xiachuan Pei, Shurong Dong, Jikui Luo, Ruijian Yan, and Gang Feng | Gesture recognition system based on CNN-IndRNN and OpenBCI | https://www.matec-conferences.org/articles/matecconf/pdf/2021/05/matecconf_cscns20_06003.pdf | MATEC Web of Conferences 336 | https://doi.org/10.1051/matecconf/202133606003 | English | ||||
80 | 2021 | Cyton Board | Palpolage Don Shehan Hiroshan Gunawardane; Raymond Macneil; Leo Zhao; James Enns; Clarence De Silva; Mu Chiao | A Fusion Algorithm for Saccade Eye Movement Enhancement with EOG and Lumped-element Models | https://www.researchgate.net/publication/349617055_A_Fusion_Algorithm_for_Saccade_Eye_Movement_Enhancement_with_EOG_and_Lumped-element_Models | IEEE Transactions on Biomedical Engineering | 10.1109/TBME.2021.3062256 | English | Mathematical 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 | 2021 | Cyton Board | Ultracortex Mark IV | Rana Md Shahariar Parbez; Khondaker A. Mamun | BlinkFruity: A Real-Time EEG Based Neurofeedback Game for Brain-Computer Interface | https://ieeexplore.ieee.org/abstract/document/9333469 | 2020 2nd International Conference on Advanced Information and Communication Technology (ICAICT) | 10.1109/ICAICT51780.2020.9333469 | English | Entertainment industry, Games, Tools, Electroencephalography, Real-time systems, Brain-computer interfaces, Reliability, Blink, Brain–computer interface (BCI), EEG, OpenBCI, game design, gameplay | ||
82 | 2021 | Cyton Board | Yumiao Chen, Zhongliang Yang and Yangliang Wen | A Soft Exoskeleton Glove for Hand Bilateral Training via Surface EMG | http://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= | Sensors | https://doi.org/10.3390/s21020578 | English | exoskeleton, surface electromyography, hand motion recognition, bilateral training | |||
83 | 2021 | Ultracortex Mark IV | Aikaterini 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 Krüger | Improved spatio-temporal measurements of visually evoked fields using optically-pumped magnetometers | https://www.biorxiv.org/content/10.1101/2021.01.27.428396v1 | bioArxiv preprint | https://doi.org/10.1101/2021.01.27.428396 | English | magnetoencephalography (MEG), visually evoked brain fields (VEF), superconducting quantum interference device (SQUID), OPM | |||
84 | 2021 | Cyton Board | cEEGrid ear electrodes | Michael Thomas Knierim, Christoph Berger, Pierluigi Reali | Open-Source Concealed EEG Data Collection for Brain-Computer-Interfaces | https://arxiv.org/ftp/arxiv/papers/2102/2102.00414.pdf | Arxiv Preprint | English | eeg, ceegrid, concealed, ear, in-ear, mobile EEG, open source | Awesome appendices | ||
85 | 2021 | Cyton+Daisy Board | Ultracortex Mark IV | Marianna Koctúrová, Jozef Juhár | A Novel Approach to EEG Speech Activity Detection with Visual Stimuli and Mobile BCI | http://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 Science | https://doi.org/10.3390/app11020674 | English | electroencephalography, mobile EEG device, speech detection, feed-forward neural network, visual stimuli | ||
86 | 2021 | Cyton Board | Mads Jochumsen,Taha Al Muhammadee Janjua, Juan Carlos Arceo, Jimmy Lauber, Emilie Simoneau Buessinger and Rasmus Leck Kæseler | Induction of Neural Plasticity Using a Low-Cost Open Source Brain-Computer Interface and a 3D-Printed Wrist Exoskeleton | https://www.mdpi.com/1424-8220/21/2/572 | Sensors | https://doi.org/10.3390/s21020572 | English | brain-computer interface, neural plasticity, neurorehabilitation, motor imagination, exoskeleton | |||
87 | 2021 | 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 | https://www.sciencedirect.com/science/article/pii/B9780128196649000132 | Healthcare Paradigms in the Internet of Things Ecosystem, | https://doi.org/10.1016/B978-0-12-819664-9.00013-2 | English | Control, Electromyography, Interface, Monitoring, Muscle, Web service | ||
88 | 2021 | M. M. Khan, T. Tazin, M. K. Tanzid, Z. H. Arshie, S. Islam and R. H. Ashique | Development of Home Auotomation System by Using Brain Wave | https://ieeexplore.ieee.org/abstract/document/9350509 | 2020 2nd International Conference on Sustainable Technologies for Industry 4.0 (STI) | 10.1109/STI50764.2020.9350509 | English | Home automation; Software packages; Neurons; Psychology; Organizations; Electroencephalography; Engines; Digitization; computerization; brain waves; home automation; framework; IoT | ||||
89 | 2021 | Cyton Board | Griffin Milsap, and Preston Peranich | Technical 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/NER49283.2021.9441260 | English | 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 | 2021 | Cyton Board | Arkadiusz Hulewicz; Krzysztof Dziarski | Steady-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/Measurement52780.2021.9446779 | English | Electrodes , Electric potential , Visualization , Area measurement , Electric variables measurement , Electrophysiology , Brain-computer interfaces | |||
91 | 2021 | Cyton Board | Eric Redlingera, Bernhard Glasb,Yang Ronga | Impact of screen size on cognitive training task performance: An HMD study | https://www.sciencedirect.com/science/article/pii/S0167876021001835 | International Journal of Psychophysiology | https://doi.org/10.1016/j.ijpsycho.2021.06.003 | English | VR-EEG, HMD, Cognitive training, E-learning | |||
92 | 2021 | Cyton+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 Preprint | English | Signal Processing (eess.SP); Human-Computer Interaction (cs.HC) | ||||
93 | 2021 | OpenBCI Hardware | Xiaoyan 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 Control | https://doi.org/10.1016/j.bspc.2021.102803 | English | Brain-computer interface, Motor imagery, Functional electrical stimulation, Central pattern generator, Gait detection, Rehabilitation training | |||
94 | 2021 | Cyton Board | Bingbing Wang,1 Zeju Xu,1 Tong Luo,1 and Jiahui Pan | EEG-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/10.1155/2021/5535810 | English | ||||
95 | 2021 | Cyton+Daisy Board | R. Anuradha; G. Rathi; A. GraceSelvarani; N. Gokul; M. S. Dhakshata | Real -Time Thought Controlled Action for Paralytic Patient using Electroencephalogram | https://ieeexplore.ieee.org/abstract/document/9456194 | 2nd International Conference for Emerging Technology (INCET) | 10.1109/INCET51464.2021.9456194 | English | EEG signals, OpenBCI, Thoughts detection | |||
96 | 2021 | Cyton+Daisy Board | Yevheniy Dmytriyev; Ahmed Magdy Ahmed Zaki; Marco Carnevale; Federico Insero; Hermes Giberti | Brain computer interface for human-cobot interaction in industrial applications | https://ieeexplore.ieee.org/abstract/document/9461383 | 2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) | 10.1109/HORA52670.2021.9461383 | English | Visualization, Service robots, Collaboration, Tools, Brain-computer interfaces, Workstations, Steady-state | |||
97 | 2021 | Cyton Board | Fang ZiYing; Darren Neo; Wang Jue; Zheng YiCheng; Yvonne Y. H. Lam | An Integrated Fall Prevention System with Single-Channel EEG and EMG Sensor | https://ieeexplore.ieee.org/abstract/document/9464220 | 2021 4th International Conference on Circuits, Systems and Simulation (ICCSS) | 10.1109/ICCSS51193.2021.9464220 | English | Legged locomotion, Support vector machines, Matched filters, Electric potential, Sociology, Brain modeling, Electromyography | |||
98 | 2021 | Cyton Board | Ahmed J. Abougarair; Hanadi M. Gnan; Abdulhamid Oun; Saadedin O. Elwarshfani | Implementation of a Brain-Computer Interface for Robotic Arm Control | https://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-STA52233.2021.9464359 | English | Computers, Three-dimensional displays, Manipulators, Brain-computer interfaces, Electroencephalography, Real-time systems, Servomotors | |||
99 | 2021 | Cyton+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 Drowsiness | https://ieeexplore.ieee.org/abstract/document/9466007 | 2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS) | 10.1109/AIMS52415.2021.9466007 | English | Support vector machines, Mechatronics, Sleep, Vehicle driving, Electroencephalography, Brain-computer interfaces, Task analysis | |||
100 | 2021 | Cyton Board | Edgar P. Torres P., Edgar Torres H., Myriam Hernández-Álvarez, Sang Guun Yoo | EEG-Based BCI Emotion Recognition Using the Stock-Emotion Dataset | https://www.researchgate.net/publication/347747774_EEG-Based_BCI_Emotion_Recognition_Using_the_Stock-Emotion_Dataset | Advances in Emerging Trends and Technologies (pp.226-235) | 10.1007/978-3-030-63665-4_18 | English | Emotion-recognition, BCI, EEG, Machine Learning, Feature extraction |