OpenBCI研究论文集（第7页）｜EEG脑电与脑机接口论文资料

OpenBCI研究论文集

全球研究人员使用OpenBCI产品和技术进行前沿研究，发表了大量高质量学术成果，相关研究论文数量每年还在不断增加。

该论文集收集了相关论文的详细信息，包括作者、标题、期刊、DOI和关键词等。您可以点击标题查看原文，或使用筛选功能查找特定论文。

年度 ▼	作者 ▼	标题 ▼	期刊 ▼	DOI	关键词
2020	Pierre Gander, Jonathan Rittmo, Rickard Carlsson, Robert Lowe	A social differential outcomes learning task: Performance, EEG, and questionnaire data	Data in Brief, Volume 33, 2020	https://doi.org/10.1016/j.dib.2020.106590.	Affective processing, Social learning, Inference, Knowledge transfer, EEG
2020	Sridhar, S.; Manian, V	EEG and Deep Learning Based Brain Cognitive Function Classification	Computers 2020, 9(4), 104	https://doi.org/10.3390/computers9040104	deep learning; auditory and olfactory sensory functions; motor imagery and movement function; electroencephalogram; deep neural network; mild cognitive impairment
2020	E. M. Camilo, J. A. M. Gutiérrez, O. P. Ramírez, J. G. Martínez, A. V. Hernández and L. L. Salas	A Functional Electrical Stimulation Controller for Contralateral Hand Movements Based on EMG Signals	2020 17th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE), Mexico City, 2020	https://doi.org/10.1109/CCE50788.2020.9299199	Iron; Calibration; Task analysis; Electrical stimulation; Control systems; Graphical user interfaces; Software packages; Functional Electrical Stimulation; EMG; Hand Movement; Control; Upper Limb; Stroke; Hemiplegia; Rehabilitation; Functional Task; Biofeedback
2020	A. Abdeltawab and A. Ahmad	Classification of Motor Imagery EEG Signals Using Machine Learning	2020 IEEE 10th International Conference on System Engineering and Technology (ICSET)	doi: 10.1109/ICSET51301.2020.9265364	Electroencephalography , Feature extraction , Brain modeling , Task analysis , Support vector machines , Data models , Training, Motor Imagery Classification , EEG , Machine learning , Linear Discriminant Analysis (LDA) , Common Spatial Pattern (CSP)
2020	Iqram Hussain; Se Jin Park	HealthSOS: Real-time Health Monitoring System for Stroke Prognostics	IEEE	https://doi.org/10.1109/ACCESS.2020.3040437	Electroencephalography, Feature extraction, Monitoring, Stroke (medical condition), Electrodes, Biomedical monitoring, Sleep, Sensor systems and applications, Brain-computer interfaces, Neuroscience
2020	Kunal Gupta, Jovana Lazarevic, Yun Suen Pai, and Mark Billinghurst	AffectivelyVR: Towards VR Personalized Emotion Recognition	In 26th ACM Symposium on Virtual Reality Software and Technology (VRST '20)	https://doi.org/10.1145/3385956.3422122	Human-centered computing, Human computer interaction (HCI), Interaction paradigms, Virtual reality
2020	Rogerio Gabriel, Marilda M. Spindola and Marcello Chiaramonte	Wavelets and SVM analysis applied to signals responsive to auditory and visual stimulus captured by EEG in students with ADHD	Revista Argentina de Bioingeniería		cognitive pattern disturbances, electroencephalography, wavelets and Morlet, SVM.
2020	A. F. Setiawan, A. D. Wibawa, M. H. Purnomo and W. R. Islamiyah	Monitoring Stroke Rehabilitation Re-Learning Program using EEG Parameter: A preliminary study for developing self-monitoring system for stroke rehabilitation during new normal	2020 International Seminar on Application for Technology of Information and Communication (iSemantic)	10.1109/iSemantic50169.2020.9234239	stroke rehabilitation, electroencephalograph, statistical parameters, time-domain feature extraction, EEG analysis for stroke rehabilitation
2020	Browarska, N., Kawala-Sterniuk, A., Chechelski, P., & Zygarlicki, J	Analysis of brain waves changes in stressful situations based on horror game with the implementation of virtual reality and brain-computer interface system: a case study	Bio-Algorithms and Med-Systems (published online ahead of print 2020)	https://doi.org/10.1515/bams-2020-0050	brain-computer interfaces; electroencephalography; games; open-BCI; virtual reality
2020	Manuel Olguín Mu?oz, Roberta Klatzky, Junjue Wang, Padmanabhan Pillai, Mahadev Satyanarayanan, James Gross	Impact of delayed response on Wearable Cognitive Assistance			Wearable Cognitive Assistants (WCA), Interaction, Feedback, Behavior
2020	Mohamed Fawzan Hussain	Development of an EOG Classification System for SCI Prosthetic Hand Movement	Esteamed Journal: Year 3		EOG, prosthetic, movement, machine learning, spinal cord injury
2020	Angela Vujic, Rosalind Picard. Stephanie Tong, Pattie Maes	Going with our Guts: Potentials of Wearable Electrogastrography (EGG) for Affect Detection	Proceedings of the 2020 International Conference on Multimodal Interaction	https://doi.org/10.1145/3382507.3418882	Affect detection, Affective computing, electrogastrography (EGG), electrodermal activity (EDA), Wearable devices
2020	LaRocco John, Le Minh Dong, Paeng Dong-Guk	A Systemic Review of Available Low-Cost EEG Headsets Used for Drowsiness Detection	Frontiers in Neuroinformatics	https://doi.org/10.3389/fninf.2020.553352	electroencephalography (EEG), drowsiness detection, low-cost, consumer EEG, fatigue detection, device portability
2020	Isao Sakamaki, Mahdi Tavakoli, Sandra Wiebe, Kim Adams	Integration of an Eye Gaze Interface and BCI with Biofeedback for Human-Robot Interaction	Human Interface Cyber Colloquium 2020	10.7939/r3-n8hm-0p20	eye tracker, eye gaze interface, brain-computer interface, human-robot interface
2020	A. Miladinovi? , M. Aj?evi? , G. Silveri, A. Accardo	Performance of Dual-Augmented Lagrangian Method and Common Spatial Patterns applied in classification of Motor-Imagery BCI	GNB 2020		brain-computer interface (BCI), electroencephalography (EEG), motor-imagery (MI)
2020	Dmitry Kireev, Emmanuel Okogbue, Jayanth RT, Tae-Jun Ko, Yeonwoong Jung, and Deji Akinwande	Multipurpose and Reusable Ultrathin Electronic Tattoos Based on PtSe2 and PtTe2	ACS Journals		Epidermal electronics, 2D materials, Wearable electronics, Biosensor, Lab-on-skin, Healthcare monitoring, Functional materials, Electrooculography, Human-machine interfaces
2020	N. Gokul , M. S. Dhakshata , Mrs. G. Rathi, Dr. R. Anuradha	Real-Time Electric Light Control using Electro-Oculogram	Proteus Journal		Light, Electro-Oculogram, Real-Time
2020	David Gaddy, Dan Klein	Digital Voicing of Silent Speech	EMNLP 2020		Speech, EMG, Vocabulary, Voicing, Transcription
2020	Brian Penchina, Avirath Sundaresan, Sean Cheong, Adrien Martel	Deep LSTM Recurrent Neural Networkfor Anxiety Classification from EEGin Adolescents with Autism	International Conference on Brain Informatics		Anxiety, Autism, EEG, Deep learning, Breathing entrainment
2020	M. D. Novitasari, A. D. Wibawa, M. H. Purnomo, W. R. Islamiyah and A. Fatoni	Investigating EEG Pattern During Designed-Hand Movement Tasks in Stroke Patients	2020 International Seminar on Intelligent Technology and Its Applications (ISITIA)	10.1109/ISITIA49792.2020.9163680	EEG Analysis, Monitoring Stroke Rehabilitation, Time Domain Feature, Stroke, Rehabilitation
2020	S. Gul, M. F. Siddiqui and N. u. Rehman	FPGA-Based Design for Online Computation of Multivariate Empirical Mode Decomposition	IEEE Transactions on Circuits and Systems I: Regular Papers	10.1109/TCSI.2020.3012351	Computer architecture, Hardware, Field programmable gate arrays, Generators, Signal processing algorithms, Empirical mode decomposition, Real-time systems
2020	Erichsen, Christian Kuster; Dybvik, Henrikke; Steinert, Martin	Integration of low-cost, dry-comb EEG-electrodes with a standard electrode cap for multimodal signal acquisition during human experiments	Proceedings of NordDesign 2020, Lyngby, Denmark, 12th - 14th August 2020	https://doi.org/10.35199/NORDDESIGN2020.19	EEG, fNIRS, prototyping, human centred design, experimentation
2020	Manuel Reis Carneiro, Aníbal T. de Almeida, Mahmoud Tavakoli	Wearable and comfortable e-textile headband for long-term acquisition of forehead EEG signals	IEEE Sensors Journal	10.1109/JSEN.2020.3009629	Conformable Electronics, E-textile, Wearable sensor, Biomonitoring, Electroencephalography, Epidermal electronics
2020	Ariel Guerra, Kang-Hyun Jo, Danilo Caceres, Fernando Merchan	Real Time Operator Focus Monitoring SystemBased on a Brain-Computer Interface	2020 IEEE 29th International Symposium on Industrial Electronics (ISIE)	10.1109/ISIE45063.2020.9152264	brain-computer interface (BCI), real time analysis,focus monitoring, digital signal processing, industrial control
2020	Longze Sha, Ting Chen, Yu Deng, et al.	Hsp90 inhibitor HSP990 in very low dose upregulates EAAT2 and exerts potent antiepileptic activity	Theranostics	10.7150/thno.44721	Temporal lobe epilepsy, Hsp90, EAAT2, HSP990
2020	Naveen Senniappan Karuppusamy, Bo-Yeong Kang	Multimodal System to Detect Driver Fatigue Using EEG, Gyroscope, and Image Processing	IEEE Access	10.1109/ACCESS.2020.3009226	Vehicles, Fatigue, Sleep, Electroencephalography, Sensors, Gyroscopes, Biomedical monitoring, Deep neural networks, driver fatigue detection, electroencephalography module, gyroscope module, multimodal system, tensorflow, vision module
2020	R. Cassani, M. Moinnereau, L. Ivanescu, O. Rosanne and T. H. Falk	Neural Interface Instrumented Virtual Reality Headsets: Toward Next-Generation Immersive Applications	IEEE Systems, Man, and Cybernetics Magazine	10.1109/MSMC.2019.2953627	Augmented reality, Quality of experience, Distance measurement, Headphones, Time measurement, Virual reality, Neural engineering
2020	Jonathan Rittmo, Rickard Carlsson, Pierre Gander, Robert Lowe	Vicarious Value Learning: Knowledge transfer through affective processing on a social differential outcomes task	Acta Psychologica, Volume 209	https://doi.org/10.1016/j.actpsy.2020.103134	Affect, Differential outcomes training, Inference, Knowledge transfer
2020	I. A. Pap, S. Oniga and A. Alexan	Machine Learning EEG Data Analysis For eHealth IoT System	2020 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), Cluj-Napoca, Romania, 2020, pp. 1-4	10.1109/AQTR49680.2020.9129966	machine learning, brain computer interface, electroencephalography, eHealth, internet of things, telemedicine
2020	Duo Xu, Mohit Agarwal, Faramarz Fekri, Raghupathy Sivakumar	Accelerating Reinforcement Learning Agent with EEG-based Implicit Human Feedback	Neural and Evolutionary Computing
2020	S. Vlahini?, Z. ?verko, D. Ba?nar and L. Bebi?	Analyses of IR stimulation influence on EEG	2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)	10.1109/I2MTC43012.2020.9128824	EEG, PBM, spectrum analyses, Alpha band
2020	Edgar P. Torres, Edgar A. Torres, Myriam Hernández-álvarez, Sang Guun Yoo	Machine Learning Analysis of EEG Measurements of Stock Trading Performance	International Conference on Applied Human Factors and Ergonomics	https://doi.org/10.1007/978-3-030-51328-3_9	GIS system, Partial discharges, Model defect, Convolutional neutral network
2020	Ting Gui, Yunlun Li, Shijun Zhang, Nan Zhang, Ying Sun, Fengzhen Liu, Qingfa Chen, Zhibo Gai	Docosahexaenoic acid protects against palmitate-induced mitochondrial dysfunction in diabetic cardiomyopathy	Biomedicine & Pharmacotherapy	https://doi.org/10.1016/j.biopha.2020.110306	Docosahexaenoic acid, Palmitic acid, Cardiac lipotoxicity, Mitochondrial function, Diabetic cardiomyopathy, Rats
2020	M.A. Khan, R. Das, H.K. Iversen, S. Puthusserypady	Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application	Computers in Biology and Medicine, Journal Pre-proof	https://doi.org/10.1016/j.compbiomed.2020.103843	Stroke, Brain-computer interface (BCI), Motor imagery (MI), Neurorehabilitation devices, Virtual reality, Electric stimulation, Robotic assistance
2020	Leonard Marino, Vineetha Alluri, Ashish Kumar, et al.	Cognitive Biometrics	Proceedings of Student-Faculty Research Day, CSIS, Pace University, May 1st, 2020		—Cognitive Biometrics, EEG, Biometrics, BrainComputer Interface, Human-Computer Interaction, Machine Learning, Authentication
2020	Kenta Masui, Hirokazu Doi, Takumi Nagasawa, Norimichi Tsumura	Continuous estimation of emotional change using multimodal affective responses	CVPR 2020		Feature extraction, heart rate, pupil dilation, biometrics
2020	de Oliveira W.C., Gottardo E., Pimentel A.R	Changes of Affective States in Intelligent Tutoring System to Improve Feedbacks Through Low-Cost and Open Electroencephalogram and Facial Expression	Intelligent Tutoring Systems. ITS 2020. Lecture Notes in Computer Science, vol 12149	https://doi.org/10.1007/978-3-030-49663-0_8	Intelligent Tutoring System, Affective states, Feedbacks, EEG, Brain-computer interface, Facial expressions
2020	Evangelos Niforatos, Athanasios Vourvopoulos, Michail Giannakos	Endowing Head-Mounted Displays with Physiological Sensing for Augmenting Human Learning and Cognition	10th International Conference on Learning Analytics & Knowledge (LAK20)		Head-Mounted Displays, Electroencephalography, Brain-Computer Interfaces, Neuroadaptive Systems
2020	J. Khan, M. U. G. Khan, R. Iqbal and O. Riaz	Robust Multi-sensor Fusion for the Development of EEG Controlled Vehicle	IEEE Sensors Journal	10.1109/JSEN.2020.2992714.	autonomous vehicle, canonical correlation analysis, electroencephalogram, low-level navigation control system, sensornetwork,sensor fusion, steady-state visual evoked potential, SSVEP
2020	Francisco Laport, Adriana Dapena, Paula M. Castro, Francisco J. Vazquez-Araujo and Daniel Iglesia	A Prototype of EEG System for IoT	International Journal of Neural Systems, Vol. 30, No. 7 (2020)	https://doi.org/10.1142/S0129065720500185	Electroencephalography, Internet of Things, IOT, prototype, signal processing
2020	Sikender Gul, Muhammad Faisal Siddiqui, Naveed Ur Rehman	FPGA based design for online computation of Multivariate EMD (MEMD)	(Preprint) Electrical Engineering and Systems Science	https://arxiv.org/pdf/2005.11413.pdf	Multivariate signals, multivariate empiricalmode decomposition, FPGA, time frequency methods
2020	Jeong, D.-H.; Jeong, J.	In-Ear EEG Based Attention State Classification Using Echo State Network	Brain Sciences 2020, 10, 321	https://doi.org/10.3390/brainsci10060321	In-ear EEG; echo state network (ESN); attention monitoring; vigilance task
2020	Martínez-Cerveró, J.; Ardali, M.K.; Jaramillo-Gonzalez, A.; Wu, S.; Tonin, A.; Birbaumer, N.; Chaudhary, U.	Open Software/Hardware Platform for Human-Computer Interface Based on Electrooculography (EOG) Signal Classification	Sensors 2020, 20(9), 2443	https://doi.org/10.3390/s20092443	electrooculography (EOG); Human-Computer Interface (HCI); Support Vector Machine (SVM)
2020	Daniel Schl?r, Albin Zehe, Konstantin Kobs, Blerta Veseli, Franziska Westermeier, Larissa Brübach, Daniel Roth, Marc Erich Latoschik, Andreas Hotho	Improving Sentiment Analysis with Biofeedback Data	Proceedings of LREC2020 Workshop "People in language, vision and the mind" (ONION2020)	https://arxiv.org/pdf/2005.11413.pdf	sentiment detection, brain-computer-interface, bio-sensing, affective computin
2020	Josh Andres, m.c. Schraefel , Nathan Semertzidis, Brahmi Dwivedi, Yutika C Kulwe, Juerg von Kaenel , Florian ‘Floyd’ Mueller	Introducing Peripheral Awareness as a Neurological State for Human-Computer Integration	CHI '20, April 25–30, 2020, Honolulu, HI, USA ? 2020 Association for Computing Machinery.		Author KeywordsHuman-computer-Integration; human-system partnership; Inbodied interaction; peripheral awareness. CSS Concepts? Human-centered computing → Human computer interaction (HCI) → Interaction paradigms ? Embedded and cyber-physical systems → Sensors and actuators
2020	Victoria Peterson, Catalina Galván, Hugo Hernández, Ruben Spies	A feasibility study of a complete low-cost consumer-grade brain-computer interface system	Heliyon, Volume 6, Issue 3, March 2020, e03425	https://doi.org/10.1016/j.heliyon.2020.e03425	Biomedical engineering, Brain-computer interfaces, Consumer-grade EEG, motor imagery, Open-source software
2020	M. A. Romero-Laiseca, D. Delisle-Rodriguez, V. Cardoso, D. Gurve, F. Loterio, J. H. Posses Nascimento, S. Krishnan, A. Frizera-Neto, T. Bastos-Filho	A Low-Cost Lower-Limb Brain-Machine Interface Triggered by Pedaling Motor Imagery for Post-Stroke Patients Rehabilitation	IEEE Transactions on Neural Systems and Rehabilitation Engineering ( Volume: 28 , Issue: 4 , April 2020 )	https://doi.org/10.1109/TNSRE.2020.2974056	Brain-computer interface, brain-machine interface, lower-limb rehabilitation, motor imagery, pedaling, stroke
2020	N. Kaongoen and S. Jo	An Ear-EEG-based Brain-Computer Interface using Concentration Level for Control	2020 8th International Winter Conference on Brain-Computer Interface (BCI) Gangwon, Korea (South), 2020, pp. 1-4.	https://doi.org/10.1109/BCI48061.2020.9061652	Electroencephalography, Electrodes, Ear, Tools, Brain-computer interfaces, Data acquisition, Electrolytes, Brain-Computer Interface, Ear-EEG, Concentration level
2020	E. J. S. González and K. McMullen	The Design of an Algorithmic Modal Music Platform for Eliciting and Detecting Emotion	2020 8th International Winter Conference on Brain-Computer Interface (BCI), Gangwon, Korea (South), 2020, pp. 1-3.	https://doi.org/10.1109/BCI48061.2020.9061664	Electroencephalography, Music, Brain modeling, Brain-computer interfaces, Affective computing, Tools, affective, emotions, electroencephalography, recognition, music, EEG, BCI, brain-computer interface
2020	Kunal Gupta, Kunal Gupta, Yun Suen Pai, Andreas Duenser, Martin Lochner, Mark Billinghurst	Measuring Human Trust in a Virtual Assistant using Physiological Sensing in Virtual Reality	2020 IEEE Conference on Virtual Reality and 3D User Interfaces (VR)	DOI 10.1109/VR46266.2020.000-5	H.5.2 [User Interfaces]: Evaluation/methodology;H.1.2 [User/Machine Systems]: Human factors; H.5.1 [InformationInterfaces and Presentation]: Multimedia Information Systems—Artificial, augmented, and virtual realities
2020	Sung-Woo Kim ; Kwangmuk Lee ; Junyeong Yeom ; Tae-Hoon Lee ; Don-Han Kim ; Jae Joon Kim	Wearable Multi-Biosignal Analysis Integrated Interface With Direct Sleep-Stage Classification	IEEE Access ( Volume: 8 )	https://doi.org/10.1109/ACCESS.2020.2978391	Sleep, Electroencephalography, Monitoring, Feature extraction, Electromyography, Electrooculography, Biomedical monitoring, Sleep-stage classification, multi-biosignal interface, rule-based decision tree, feature extraction stage, readout integrated circuit, wearable device
2020	Lindsey Power, Heather F. Neyedli, Shaun G. Boe, and Tim Bardouille	Efficacy of low-cost wireless neurofeedback to modulate brain activity during motor imagery	Biomedical Physics & Engineering Express	https://doi.org/10.1088/2057-1976/ab872c
2020	Iveth Moreno, Emmanuel Batista, Sofía Serracín, José Serracín	SSVEP Offline Analysis Procedures for Low Cost BCI Systems	CSAI2019: Proceedings of the 2019 3rd International Conference on Computer Science and Artificial Intelligence, December 2019, Pages 59–63	https://doi.org/10.1145/3374587.3374636	Usability testing; SSVEP; Human computer interaction (HCI); Brain computer interface; BCI; electroencephalographic signals; SSVEP; low-cost; linear discriminant analysis; multivariate synchronization index
2020	Tseghai, Granch Berhe & Malengier, B. & Fante, Kinde & Nigusse, Abreha & Van Langenhove, Lieva	Development of a Flex and Stretchy Conductive Cotton Fabric Via Flat Screen Printing of PEDOT:PSS/PDMS Conductive Polymer Composite.	Sensors. 20. 1742	10.3390/s20061742	conductive polymer composite; PEDOT:PSS; ?exible electronics; wearable application; wearables;
2020	Verma A., Tripathi A., Choudhury T.	Implementing Brain–Machine Interface (BMI) with Smart Computing	Computational Intelligence in Pattern Recognition. Advances in Intelligent Systems and Computing, vol 1120	https://doi.org/10.1007/978-981-15-2449-3_5	Brain–machine interface, EEG, OpenBCI, Cloud server, Machine learning, Support vector machine, Smart computing IoT
2020	Ekansh Gupta, Mohit Agarwal, R. Sivakumar	Blink to Get In: Biometric Authentication for Mobile Devices using EEG Signals			EEG, blink, authentication, biometric
2020	Chia-Feng Lu ; Sheng-Jia Tsai ; Chun Hsiao ; Han-Mei Lu ; Chi-Wen Jao ; Po-Shan Wang ; Yu-Te Wu	Consistency of Motor-Imagery Frequency Band is Associated with the Performance of Real-Time Brain Computer Interface	2019 International Automatic Control Conference (CACS)	10.1109/CACS47674.2019.9024354	Electroencephalography, Bars, Training, Electrodes, Brain modeling, Frequency response, Biophotonics, brain computer interface, motor imagery, electroencephalography, frequency band, classification
2020	Audette, William & Bieszczad, Jerry & Allen, Lindsay & Diamond, Solomon & Kynor, David	Design and Demonstration of a Head Phantom for Testing of Electroencephalography (EEG) Equipment	DOI 10.13140/RG.2.2.12078.25920.		EEG, electroencephalography, phantom heads, calibration, head phantom
2020	Kapgate D., Kalbande D., Shrawankar U.	Optimization of External Stimulus Features for Hybrid Visual Brain–Computer Interface	International Conference on Innovative Computing and Communications. Advances in Intelligent Systems and Computing, vol 1087		Hybrid brain–computer interface, Stimulus features, Visual-evoked potential’s amplitude, Optimization, SSVEP, P300, event-related potentials
2020	Magnus Thorstensen	Brain Computer Interface with Convolutional Neural Networks	Thesis submitted for the degree of Master in Robotics and Intelligent Systems UNIVERSITY OF OSLO
2020	Nathan Semertzidis, Michaela Scary, Josh Andres, Brahmi Dwivedi, Yutika Chandrashekhar Kulwe, Fabio Zambetta, Florian ‘Floyd’ Mueller	Neo-Noumena: Augmenting Emotion Communication	CHI 2020 Paper CHI 2020, April 25–30, 2020, Honolulu, HI, USA		Emotion Communication; Mixed Reality; Brain-Computer Interfacing; Emotion Recognition; EEG; Machine Learning CSS Concepts ? Human-centered computing ? Applied computing
2020	Qingqing Li , Penghui Dong and Jun Zheng	Enhancing the Security of Pattern Unlock with Surface EMG-Based Biometrics	Applied Sciences		biometrics; sEMG; pattern unlock; time domain feature; one-class classification
2020	Izabela Rejer, ?ukasz Cieszynski	RVEB—An algorithm for recognizing voluntary eye blinks based on the signal recorded from prefrontal EEG channels	Biomedical Signal Processing and Control Volume 59, May 2020, 101876		EOG activity, EEG signal, Human-machine interface, Eye blinks, Blinking patterns recognition
2020	M Agarwal, R Sivakumar	Charge for a whole day:Extending Battery Life for BCIWearables using a Lightweight Wake-Up Command	2020 Association of Computing Machinery		Brain-Computer Interfaces (BCIs); Wearable systems; InputTechniques; Eye Tracking; Interaction Design
2020	Duo Xu, Mohit Agarwal, Faramarz Fekri and Raghupathy Sivakumar	Playing Games with Implicit Human Feedback	Association for the Advancement of ArtificialIntelligence
2020	Verónica Gaviria García, Daniel Loaiza López, Carolina Serna Rojas , Sara Ríos Arismendy, Eduardo Montoya Guevara, Juan Daniel Mora Lesmes, Francisco Javier Gómez Oquendo, John Fredy Ochoa Gómez	Assessment of changes in the electrical activity of the brain during general anesthesia using portable electroencephalography	Colombian Journal of Anesthesiology	https://doi.org/10.5554/22562087.e956	General anesthesia; spectrum analysis; electroencephalography; OpenBCI technology; portable technologies; propofol.
2019	Juan Ramírez-Quintana, Jose Macias-Macias, Alma Corral-Saenz & Mario Chacon-Murguia	Novel SSVEP Processing Method Based on Correlation and Feedforward Neural Network for embedded Brain Computer Interface	Mexican Conference on Pattern Recognition	https://doi.org/10.1007/978-3-030-21077-9_23	SSVEP, brain computer interface, canonical correlation, feedforward neural network
2019	Kamila Kowalska	Brain–computer interface for autonomous vehicles: An investigation of a hands-free control system	Master’s thesis in Complex Adaptive Systems, Department of Mechanics and Maritime Sciences, CHALMERS UNIVERSITY OF TECHNOLOGY, Gothenburg, Sweden 2019		P300, eye-tracking
2019	Kunal Gupta, Ryo Hajika, Yun Suen Pai, Andreas Duenser, Martin Lochner, and Mark Billinghurst	In AI We Trust: Investigating the Relationship between Biosignals, Trust and Cognitive Load in VR	25th ACM Symposium on Virtual Reality Software and Technology (VRST '19)	https://doi.org/10.1145/3359996.3364276
2019	Matheus G. Mussi, Marilda M. Spindola, Patric Janner Marques	Classification of EEG Motor Imagery signal processed in time-frequency with Convolutional Neural Network			EEG, Motor Imagery, Convolutional Neural Network, Continuous Wavelet Transform, Amputee, Leave-One-Subject-Out Cross-Validation (LOSOCV)
2019	Volobuev, Vitaly & Turischeva, Polina & Mazzara, Manuel & Sahibgareev, Ruslan & Saitova, Ravida & Zagidullina, Aliya.	Effect of mindfulness on improving performance of software development	Preprint	http://dx.doi.org/10.13140/RG.2.2.22094.00324	Brain-Computer Interfaces, Software Engineering, Mindfulness, Neuroscience
2019	Sofía Ahufinger, Paloma Balugo, María Mercedes González, Elías Peque?o, Henar González, Pilar Herrero	A User-centered Smartphone Application for Wireless EEG and its Role in Epilepsy	International Journal of Interactive Multimedia and Artificial Intelligence	10.9781/ijimai.2019.06.004	Electroencephalography, Epilepsy, Smartphone Application, Usercentered Design, Wireless
2019	LEE, Tae-Gyu	Data Pattern Modeling for Bio-information Processing based on OpenBCI Platform	The Journal of the Convergence on Culture Technology (????? ??), Volume 5, Issue 4	https://doi.org/10.17703/JCCT.2019.5.4.451	Pattern Analysis; Biometric Information; BCI; Open Platform; Open Interface
2019	Volobuev, Vitaly & Maksudov, Bulat & Mavridis, Nikolaos	Person/Task discretization in brain computer interfaces based on mental task activities	PRE-PRINT	10.13140/RG.2.2.21422.56644/1	Brain computer interfaces, Electroencephalogram,Authorization, mental task, security, biometrics
2019	D. E. Ugarte, D. Linares, G. Kemper and C. A. Almenara	An Algorithm to Measure the Stress Level from EEG, EMG and HRV Signals	2019 International Conference on Information Systems and Computer Science (INCISCOS), Quito, Ecuador, 2019, pp. 346-353	https://doi.org/10.1109/INCISCOS49368.2019.00061	EEG, EMG, HRV, stress, wavelet transform, k-NN, Baevsky stress index
2019	X. Zhu et al.	EEG Controlled Automated Writing Robotic Arm Based on Steady State Visually Evoked Potential	2019 IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)	10.1109/CIVEMSA45640.2019.9071613	Brain-Computer Interface, Electroencephalography (EEG), SSVEP, Robotic arm
2019	A. Aamer, A. Esawy, O. Swelam, T. Nabil, A. Anwar and A. Eldeib	BCI Integrated with VR for Rehabilitation	2019 31st International Conference on Microelectronics (ICM)	https://doi.org/10.1109/ICM48031.2019.9021752	Feature extraction; Games; Electroencephalography; Real-time systems; Support vector machines; Virtual reality; Classification algorithms;
2019	Phairot Autthasan ; Xiangqian Du ; Jetsada Arnin ; Sirakorn Lamyai ; Maneesha Perera; Sirawaj Itthipuripat; Tohru Yagi; Poramate Manoonpong; Theerawit Wilaiprasitporn	A Single-Channel Consumer-Grade EEG Device for Brain-Computer Interface: Enhancing Detection of SSVEP and Its Amplitude Modulation	IEEE Sensors Journal		Electroencephalography , Frequency modulation , Amplitude modulation , Visualization , Computers , brain-computer interfaces (BCIs) , steady-state visually evoked potentials (SSVEPs) , modulation of SSVEP amplitude , consumer-grade EEG , OpenBCI, signal to noise ratio
2019	Hy Do ; Vu Truong ; Kiran George ; Bhagyashree Shirke	EEG-Based Biometrics Utilizing Image Recognition for Patient Identification	2019 IEEE Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON), IEEE Annual		Visualization; Color; Electrodes; Electroencephalography; Communication systems; Hardware; Synchronous motors
2019	P. Sawangjai, S. Hompoonsup, P. Leelaarporn, S. Kongwudhikunakorn and T. Wilaiprasitporn	Consumer grade EEG Measuring Sensors as Research Tools: A Review	IEEE Sensors Journal		Consumer Grade EEG, EEG BCI, EEG Cognitive Study, EEG Education, EEG Gaming
2019	Reza Amini Gougeh, Tohid Yousefi Rezaii, Ali Farzamnia	An Automatic Driver Assistant based on Intention Detecting Using EEG Signal	THE 11TH NATIONAL TECHNICAL SEMINAR ON UNMANNED SYSTEM TECHNOLOGY 2019 (NUSYS’19)		Intentional EEG, Driving Assistant, BCI
2019	Rameau, A	Pilot study for a novel and personalized voice restoration device for patients with laryngectomy	Head & Neck		Surface electromyographic (sEMG), EMG, Electromyography, silent speech
2019	M. Agarwal and R. Sivakumar	Blink: A Fully Automated Unsupervised Algorithm for Eye-Blink Detection in EEG Signals	2019 57th Annual Allerton Conference on Communication, Control, and Computing		Electrooculography, Eye Movements, Eye Blink Detection, Open Source, Blinking, Algorithms, Brain Waves, EEG, EOG
2019	Rahak Asheri ; Vahld Rostarni ; Mohammadbagher Menhai	The Ability to Control A Brain-Computer Interactive Game by Concentration	2018 9th Conference on Artificial Intelligence and Robotics and 2nd Asia-Pacific International Symposium, IEEE Xplore		Games , Brain-computer interfaces , Visualization , Electroencephalography , Real-time systems , Electrodes , Frequency-domain analysis, EEG , brain-computer interface (BCI) , OpenBCI , concentration , Cognitive game , Cognitive Science
2019	G. Florencia, S. María Sofía and C. Héctor Andrés	SSVEP-based Brain-Computer Interface as an Input Device for an Alternative Communication System: Parameters Assessment and Case Report of Performance in a Healthy and an ALS User	2019 IEEE International Conference on Systems, Man and Cybernetics (SMC)		Visualization; Color; Electrodes; Electroencephalography; Communication systems; Hardware; Synchronous motors
2019	Faeze Asadi1* , Bahram Kimia Ghalam1 1 Faculty of Electrical, Computer and IT Engineering, Qazvin Branch, Islamic Azad University, Qazvin, Iran.	Detection of Autism with Electroencephalographic Signals and Comparison with Healthy People Using Genetic Algorithm Network	Signal Processing and Renewable Energy September 2019, (pp. 35-48)		Electroencephalography, Autism disorder, Genetic Algorithms, Fitness Function, T-test.
2019	Audrey Aldridge, Eli Barnes, Cindy L. Bethel, Daniel W. Carruth, Marianna Kocturova, Matus Pleva, and Jozef Juhar	Accessible Electroencephalograms (EEGs): A Comparative Review with OpenBCI’s Ultracortex Mark IV Headset	2019 29th International Conference Radioelektronika (RADIOELEKTRONIKA)		brain-computer interfaces;electroencephalography;medical signal processing;EEG systems;electroencephalograms;OpenBCI Ultracortex Mark IV EEG headset;medical-grade EEG;commercial-grade EEG;Headphones;Electroencephalography;Electrodes;Task analysis;Usability;Impedance;Head;Brain-Computer Interface (BCI);Electroencephalogram (EEG);Accessibility;Usability;Consumer-Grade;Cost-Effectiveness;P300 Speller
2019	Gunawardane, Hiroshan & Silva, C & Chiao, Mu	An Oculomotor Sensing Technique for Saccade Isolation of Eye Movements using OpenBCI	Conference: IEEE Sensors 2019, At Montreal, Canada		Electrooculography, Eye Movements, Saccades, Sclera, Robotics, Signal Processing, Computer-Assisted, Ocular Motility Disorders
2019	Anthony Casey, Hannan Azhar, Marek Grzes & Mohamed Sakel	BCI controlled robotic arm as assistance to the rehabilitation of neurologically disabled patients	Disability and Rehabilitation: Assistive Technology, DOI: 10.1080/17483107.2019.1683239
2019	Junyi Cao, Zhongming Tian, Zhengtao Wang	Hand Gestures Recognition Based on One-Channel Surface EMG Signal	Journal of Software Engineering and Applications, 12, 383-392. https://doi.org/10.4236/jsea.2019.129023		Electromyography (EMG), Gesture Recognition, Hilbert Transform, K-Nearest-Neighbors (KNN), Support Vector Machine (SVM)
2019	Athanasios Vourvopoulos, et al.	EEGlass: An EEG-Eyeware Prototype for Ubiquitous Brain-Computer Interaction	Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp)		HMD, wearable, EEG, prototype, EOG
2019	Shi XZ, Xu Q	An Improved Method for Electroencephalographic Detection of Epileptic Discharge	Zhongguo Yi Xue Ke Xue Yuan Xue Bao		Animals, Electroencephalography, Epilepsy, Kainic Acid, Mice, Mice, Inbred C57BL, Seizures
2019	Jenny M. Qiu, Michael A. Casey, and Solomon G. Diamond	Assessing Feedback Response With a Wearable Electroencephalography System	Frontiers in human neuroscience vol. 13 258. 25 Jul. 2019		EG; FRN; N2; P3; applied neuroscience; brain computer interfaces
2019	Lakhan, Payongkit & Banluesombatkul, Nannapas & Changniam, Vongsagon & Dhithijaiyratn, Ratwade & Leelaarporn, Pitshaporn & Boonchieng, Ekkarat & Hompoonsup, Supanida & Wilaiprasitporn, Theerawit.	Consumer Grade Brain Sensing for Emotion Recognition	IEEE Sensors Journal		Electroencephalography, Emotion recognition, Biomedical monitoring, Feature extraction, Sensors, Brain, Prediction algorithms, Consumer grade EEG, Low-cost EEG, OpenBCI,Emotion recognition, Affective Computing
2019	Luca Entremont	Brain Computer Interfaces - A Conjunction Between Two Worlds
2019	Linxing Jiang, Andrea Stocco, Darby M. Losey, Justin A. Abernethy, Chantel S. Prat & Rajesh P. N. Rao	BrainNet: A Multi-Person Brain-to-Brain Interface for Direct Collaboration Between Brains	Nature Scientific Reports 2019 vol: 9 (1) pp: 6115		BrainNet, Transcranial Magnetic Stimulation, Reproducibility of Results, Occipital Lobe, Electroencephalography, Problem Solving, Brain, Internet, Social Support, Research Subjects
2019	Brenda E.Olivas-PadillaMario I.Chacon-Murguia	Classification of multiple motor imagery using deep convolutional neural networks and spatial filters	Applied Soft Computing, Volume 75, February 2019, Pages 461-472		Brain–Computer Interface (BCI)Electroencephalogram (EEG)Motor imagery (MI)Multi-class classificationConvolutional neural network (CNN)
2019	McGill University Neurotech	MiLo (Motor-imagery controlled wheelchair)
2019	Nick Merrill, Max T. Curran, Swapan Gandhi, and John Chuang	One-Step, Three-Factor Passthrough Authentication With Custom-Fit, In-Ear EEG	Front. Neurosci., 30 April 2019 \| https://doi.org/10.3389/fnins.2019.00354
2019	Gaetano D. Gargiulo 1,2,* OrcID, Paolo Bifulco 3OrcID, Mario Cesarelli 3, Alistair McEwan 4, Armin Nikpour 5, Craig Jin 4, Upul Gunawardana 2, Neethu Sreenivasan 2, Andrew Wabnitz 1 and Tara J. Hamilton 6OrcID	Fully Open-Access Passive Dry Electrodes BIOADC: Open-Electroencephalography (EEG) Re-Invented	Sensors 2019

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