| A | B | C | D | E | F | G | H | I | J | K | L | M | ||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | Year | OpenBCI Product Used | Electrode / Other Products | Author(s) | Title | Website | Journal/Conference | DOI | Language | Keyword(s) | Abstract | Notes | ||
2 | 2025 | Cyton+Daisy Board | Sharghilavan, Sara; Geman, Oana; Abbasi, Hadi; Toderean, Roxana; Postolachee, Octavian; Mihai, Alexandra-Stefania | Explainable AI in EEG Waves Based Classification for Early Identification in Autism | https://ieeexplore.ieee.org/document/11068079/ | 2025 IEEE Medical Measurements & Applications (MeMeA) | 10.1109/MeMeA65319.2025.11068079 | Explainable Artificial Intelligence, Decision-making Process, Early Diagnosis, Deep Network, EEG Data, Normal Individuals, Communication Difficulties, Artificial Intelligence Applications, Bidirectional Long Short-term Memory, Artificial Intelligence Models, Gamma Oscillations, Alpha Rhythm, Delta Activity, SHapley Additive exPlanations, Autism Group, Neural Network, Convolutional Neural Network, Emotional Responses, Frequency Band, Alpha Band, Frontal Regions, Key Metrics, EEG Signals, Long Short-term Memory, Theta Activity, Delta Band, Alpha Activity, Prevalence Of Autism, Potential Biomarkers | ||||||
3 | 2025 | Cyton+Daisy Board | Mannan, Malik Muhammad Naeem; Lloyd, David G.; Pizzolato, Claudio | Optimising Continuous Control of Real-Time Brain-Computer Interfaces Through Trial Length and Feedback Update Interval Selection | https://ieeexplore.ieee.org/document/11063010/ | 2025 International Conference On Rehabilitation Robotics (ICORR) | 10.1109/ICORR66766.2025.11063010 | Interval Length, Trial Length, Classification Accuracy, Difference In Accuracy, EEG Data, Saturation Effect, Motor Imagery, Real-time Response, Brain-computer Interface System, Evaluate Classification Performance, Brain-computer Interfaces Performance, Walking, Leisure, Spatial Patterns, Physical Disability, Linear Discriminant Analysis, Spinal Cord Injury, User Experience, EEG Signals, Motor Imagery Tasks, Neurofeedback, Calibration Phase, Common Spatial Pattern, Increase In Accuracy, Perceived Control, Neurophysiological Measures, Robot Operating System, Increase In Classification Accuracy, Individual Rehabilitation | ||||||
4 | 2025 | Cyton+Daisy Board | Bastos-Filho, Teodiano; Gonzalez-Cely, Aura Ximena; Mehrpour, Sheida; Souza, Fernanda; Villa-Parra, Ana Cecilia; Cabral, Fernando | Rehabilitation of Chronic Stroke Using Neurofeedback, Functional Electrical Stimulation and Cerebrospinal Direct Current Stimulation | https://ieeexplore.ieee.org/document/11063073/ | 2025 International Conference On Rehabilitation Robotics (ICORR) | 10.1109/ICORR66766.2025.11063073 | Chronic Stroke, Neurofeedback, Functional Electrical Stimulation, Left Hand, Motor Performance, Hand Movements, Botulinum, Performance Gain, Improvement In Strength, Tibialis Anterior, Left Leg, Application Of Protocol, Maximal Voluntary Contraction, Extensor Muscles, Surface Electromyography, Improve Muscle Strength, Motor Imagery, Non-invasive Brain Stimulation, Functional Independence Measure, Upper Limb, Calibration Stage, Muscle Stiffness, Participant's Hand, Transcranial Magnetic Stimulation, Lower Limb, Range Of Motion, Electrode, Supplementary Motor Area, Beta Band | ||||||
5 | 2025 | Ganglion board | Md. Mahbub Hasan, Md Rakibul Hasan, Md Zakir Hossain, Tom Gedeon | Frequency-Specific Neural Response and Cross-Correlation Analysis of Envelope Following Responses to Native Speech and Music Using Multichannel EEG Signals: A Case Study | https://arxiv.org/abs/2507.05635 | arXiv | 10.48550/arXiv.2507.05635 | Envelope following response, Time-varying system, Transfer function, Dominant spectral response, Cross-spectral density, EEG | ||||||
6 | 2025 | Cyton Board | Lee, Jae-Hyun; Jang, Ye-Seul; Chang, Won-Du | The cartilage-generated bioelectric potentials induced by dynamic joint movement; an exploratory study | https://bmcmusculoskeletdisord.biomedcentral.com/articles/10.1186/s12891-025-08939-8 | BMC Musculoskeletal Disorders | 10.1186/s12891-025-08939-8 | en | knee cartilage biomechanics kinematics and kinetics rehabilitation download pdf advertisement bmc musculoskeletal disorders issn | |||||
7 | 2025 | Ganglion board | Naas, Adrian; Sonderegger, Andreas; Lemay, Delphine Ribes; Shabestari, Payam S.; Meyer, Martin; Neff, Patrick | Auditory Phantom Perceptions (Tinnitus) and Neurofeedback Training ‘In the Wild’: A Feasibility Study on Home Treatment | https://ieeexplore.ieee.org/document/11058796/ | 2025 IEEE 38th International Symposium on Computer-Based Medical Systems (CBMS) | 10.1109/CBMS65348.2025.00189 | |||||||
8 | 2025 | Cyton+Daisy Board | Duplevska, Diana; Savicka, Anete; Ivanovs, Maksims | Motor Imagery EEG Classification with Real-World and EEG-GAN-Generated Data | https://ieeexplore.ieee.org/document/11050769/ | 2025 IEEE 12th Workshop on Advances in Information, Electronic and Electrical Engineering (AIEEE) | 10.1109/AIEEE66149.2025.11050769 | Motor Imagery, EEG Classification, Short-term Memory, F1 Score, Real-world Data, Long Short-term Memory, EEG Data, EEG Signals, Long Short-term Memory Network, Long Short-term Memory Model, Elbow Flexion, Average F1-score, Elbow Extension, Synthetic Signals, Hand Opening, Motor Imagery Tasks, Neural Network, Deep Learning, Training Dataset, Learning Rate, Synthetic Data Generation, Analysis Of Imagery, Convolutional Neural Network, Recall Score, Recurrent Neural Network, Seizure Detection, Independent Component Analysis, Autoencoder, Brain-computer Interface System, Individual Electrodes | ||||||
9 | 2025 | Cyton Board | Wu, Keqi; Fan, Chengliang; Tang, Minfeng; Chen, Hongyu; Pan, Yajia; Luo, Dabing; Zhang, Zutao | Symbiotic energy-sensing wind generator enabled AI for smart roads | https://xlink.rsc.org/?DOI=D5SE00510H | Sustainable Energy & Fuels | 10.1039/D5SE00510H | en | ||||||
10 | 2025 | Cyton Board | Kremenska, Adelina; Lekova, Anna; Kremenski, Svetoslav; Dimitrov, Georgi | Validating the оpenBCI Nodes through EEG-based BCI Application for Smart Home Automation Control | https://jcoms.fesb.unist.hr/10.24138/jcomss-2025-0012/ | Journal of Communications Software and Systems | 10.24138/jcomss-2025-0012 | eeg | ||||||
11 | 2025 | Cyton Board | Zeng, Jianhuan; LI, Xiao; Zhang, Zenan | ConPPMF: Construction Datasets for Privacy-Preserving Mental Fatigue | https://docs.lib.purdue.edu/cib-conferences/vol1/iss1/381 | CIB Conferences | 10.7771/3067-4883.1540 | en | ||||||
12 | 2025 | Cyton Board | Liu, Yijun; bin Mustafa, Mohd Shafie; bin Saripan, MIqbal; bin Kamel Ariffin, Muhammad Rezal; Wan, Xianglong; Dong, Xianling; Lan, Xifa; Wen, Dong | Task-state EEG feature extraction for spatial cognition analysis: a power spectral density and permutation conditional mutual information approach | https://linkinghub.elsevier.com/retrieve/pii/S0306452225007183 | Neuroscience | 10.1016/j.neuroscience.2025.06.036 | en | Spatial cognitive training, Virtual reality, Task-state EEG signals, Power spectral density permutation conditional mutual information | |||||
13 | 2025 | Cyton Board | Souza, Filipe Luis; Min, Chuang Yu; Catecatti, Tiago; Garcia-Ramirez, Alejandro Rafael | An upper limb orthosis for people neurological limitations controlled via brain-computer interface: a crossover-controlled trial and development of a prototype | https://ojs.studiespublicacoes.com.br/ojs/index.php/cadped/article/view/17138 | Caderno Pedagógico | 10.54033/cadpedv22n8-114 | BCI. Assitive Technologies. Open-technology. Randomized Controlled Trial. Rehabilitation. EEG. | ||||||
14 | 2025 | Ganglion board | Liu, Ning; Rossi, Wendy; Kireev, Dmitry; Akinwande, Deji | Electrophysiological Sensing with Graphene Electronic Tattoos for Saline and Underwater Environments | https://pubs.acs.org/doi/10.1021/acsaelm.5c00310 | ACS Applied Electronic Materials | 10.1021/acsaelm.5c00310 | en | what are keywords article keywords are supplied by the authors and highlight key terms and topics of the paper | |||||
15 | 2025 | Cyton Board | Vivek, Vuppala; G, Jisha Daphne; Sumitra, S; Manoj, B S | IIST BCI Dataset-12 : A BCI Dataset for Telugu Vocal and Subvocal Commands with Dialect Variation for Wheelchair Control | https://www.techrxiv.org/users/931774/articles/1302738-iist-bci-dataset-12-a-bci-dataset-for-telugu-vocal-and-subvocal-commands-with-dialect-variation-for-wheelchair-control?commit=6c69035d34e3b4bfefe627f0c5761afcfbf6f11c | 10.36227/techrxiv.174953154.47572870/v1 | ||||||||
16 | 2025 | Cyton+Daisy Board | Tobias King, Michael Knierim, Philipp Lepold, Christopher Clarke, Hans Gellersen, Michael Beigl, Tobias Röddiger | earEOG via Periauricular Electrodes to Facilitate Eye Tracking in a Natural Headphone Form Factor | https://arxiv.org/abs/2506.07193 | arXiv | 10.48550/arXiv.2506.07193 | en | ||||||
17 | 2025 | Cyton+Daisy Board | Liu, Xulong; Jia, Ziwei; Xun, Meng; Wan, Xianglong; Lu, Huibin; Zhou, Yanhong | MSFHNet: a hybrid deep learning network for multi-scale spatiotemporal feature extraction of spatial cognitive EEG signals in BCI-VR systems | https://link.springer.com/10.1007/s11517-025-03386-y | Medical & Biological Engineering & Computing | 10.1007/s11517-025-03386-y | en | spatial cognition electroencephalogram feature extraction hybrid neural network access this article log in via an institution subscribe and save springer | |||||
18 | 2025 | Cyton Board | Arceo, Alejandro; Candela-Leal, Milton O.; Gutiérrez-Garza, Rodrigo; Tudon-Martinez, Juan C.; Ramirez-Moreno, Mauricio A.; de J. Lozoya-Santos, Jorge; Cebral-Loureda, Manuel | Innovative Spaces with Advanced Technologies such as Research Activity Simulators for Engineering Education | https://ieeexplore.ieee.org/document/11016540/ | 2025 IEEE Global Engineering Education Conference (EDUCON) | 10.1109/EDUCON62633.2025.11016540 | |||||||
19 | 2025 | Cyton Board | Hang, Wenhua; Yang, Qin; Ye, Mengxiong; Li, Jincheng; Cai, Shaojun; Zhang, Qing; Nie, Jiachen; Ding, Li | A Multi-operator Study of Collaborative Communication During Cognitive Interaction | https://link.springer.com/10.1007/978-3-031-93838-2_14 | Lecture Notes in Computer Science | 10.1007/978-3-031-93838-2_14 | en | ||||||
20 | 2025 | Fujikawa, Ibuki; Fujikawa, Joji; Fujiwara, Masayuki; Takagi, Yasushi; Morigaki, Ryoma | Effect of inaudible 40 Hz binaural beats on attention | https://link.springer.com/10.1007/s00221-025-07097-6 | Experimental Brain Research | 10.1007/s00221-025-07097-6 | en | binaural beat frequencies attention inaudible range attention network test access this article log in via an institution subscribe and save springer | ||||||
21 | 2025 | Cyton Board | S., Sibi M.; K., Seetha D.; Sunil, Nancy; S., Parvathy S.; Sumitra, S.; S., Manoj B. | IIST BCI Dataset-11: Male and Female EEG Dataset for Malayalam Vowels and Consonants | https://www.techrxiv.org/users/916094/articles/1296844-iist-bci-dataset-11-male-and-female-eeg-dataset-for-malayalam-vowels-and-consonants?commit=af296277931ef2186a95f7847bcb3c0671217514 | 10.36227/techrxiv.174803857.76103011/v1 | Brain-Computer Interface, EEG, Signal Processing, Machine Learning, Malayalam Language, Regional Accents | |||||||
22 | 2025 | Cyton Board | Ultracortex Mark IV | Chepyk, Oleksiy; Bruna, Arcangelo; Tomaselli, Valeria; Mammone, Nadia; Campolo, Maurizio; Ruggeri, Giuseppe; Ieracitano, Cosimo; Morabito, Francesco C. | A Deep Neural Model for Embedded Brain-Computer Interfaces Controlled by EEG Signals | https://link.springer.com/10.1007/978-981-96-0994-9_18 | Smart Innovation, Systems and Technologies | 10.1007/978-981-96-0994-9_18 | en | |||||
23 | 2025 | OpenBCI Hardware | Fang, Zheng; Kong, Lingji; Chen, Hongyu; Zhao, Xinyi; Wang, Yuan; Fan, Chengliang; Zhang, Zutao; Bai, Luyao | An intelligent traffic anomaly detection system based on self-supervised learning and self-powered hybrid nano-sensor | https://linkinghub.elsevier.com/retrieve/pii/S1474034625003544 | Advanced Engineering Informatics | 10.1016/j.aei.2025.103461 | en | ||||||
24 | 2025 | Huang, Shiqi; Meng, Xingyu; Zhu, Yuanxi; He, Aijun | FreeBCI: Android application for portable EEG signal acquisition system | https://www.spiedigitallibrary.org/conference-proceedings-of-spie/13637/3056815/FreeBCI-Android-application-for-portable-EEG-signal-acquisition-system/10.1117/12.3056815.full | Third International Conference on Informatics, Networking, and Computing (ICINC 2024) | 10.1117/12.3056815 | electroencephalography data processing signal processing data transmission electrodes human | |||||||
25 | 2025 | Ganglion, OpenBCI Board, OpenBCI GUI | Gold Cup Electrodes | Afolalu, Sunday A.; Alexander, Aminone O.; Ogunnigbo, Olawale C.; Ting, Tin T. | Development of a Brain Controlled Assistive Feeding System with OpenBCI | https://iieta.org/journals/jesa/paper/10.18280/jesa.580203 | Journal Européen des Systèmes Automatisés | 10.18280/jesa.580203 | amyotrophic lateral sclerosis, disabilities, electroencephalogram, brain computer interface, feeding | |||||
26 | 2025 | Cyton+Daisy Board | Bastos-Filho, Teodiano; Villa-Parra, Ana Cecilia; Guerrero-Méndez, Cristian David; González-Cely, Aura Ximena; Mehrpour, Sheida; Ferreira, Matheus; de Souza, Fernanda Vaz; Delisle-Rodríguez, Denis | Towards a Complete System for Upper- and Lower-Limb Rehabilitation for Post-stroke Patients Based on Brain-Computer Interface and Robotic Devices | https://link.springer.com/10.1007/978-3-031-89510-4_4 | IFMBE Proceedings | 10.1007/978-3-031-89510-4_4 | en | ||||||
27 | 2025 | Cyton Board | Heim, Mavin; Heinrichs, Florian; Hueppe, Michael; Nunez, Fran; Szameitat, Alexander; Reuter, Muriel; Goetz, Stefan M.; Weber, Corinna | Real-Time EEG-Based BCI for Self-Paced Motor Imagery and Motor Execution Using Functional Neural Networks | https://ieeexplore.ieee.org/document/11004003/ | IEEE Access | 10.1109/ACCESS.2025.3569932 | auto labeling, brain-computer interface (BCI), BCI-illiteracy, electroencephalography (EEG), functional neural network (FNN), gamification, inertial measurement unit (IMU), motor execution (ME), motor imagery (MI) | ||||||
28 | 2022 | Cyton Board | Guler, Saygun; Golparvar, Ata; Ozturk, Ozberk; Yapici, Murat Kaya | Ear Electrocardiography With Soft Graphene Textiles for Hearable Applications | https://ieeexplore.ieee.org/document/9855407/ | IEEE Sensors Letters | 10.1109/LSENS.2022.3198279 | Virtually, Vital Signs, Headphones, Electrodeposition, Heart Rate Variability, Cardiac Activity, Cardiac Monitoring, Virtual Reality Headset, Electrocardiographic Monitoring, Body Parts, Dynamic Conditions, Graphene Oxide, Motion Artifacts, Body Area, Electrode Placement, Activity Tracker, QRS Complex, Electrocardiography Signals, Remove Motion Artifacts, Wet Electrodes, Electrodes, Electrocardiography, Ear, Textiles, Graphene, Monitoring, Signal-to-noise Ratio | ||||||
29 | 2025 | Cyton Board | Alhasan, Seba Nur; Mirbakht, S. Sajjad; Guler, Saygun; Sahin, Osman; Umar, Muhammad; Arman Kuzubasoglu, Burcu; Yapici, Murat Kaya | Artificially Weaved Textile‐like Surface Micromachined Graphene‐Polymer Flexible Bioelectrodes | https://advanced.onlinelibrary.wiley.com/doi/10.1002/admt.202402032 | Advanced Materials Technologies | 10.1002/admt.202402032 | en | ||||||
30 | 2025 | Cyton Board | Guler, Saygun; Aslanger, Emre; Yapici, Murat Kaya | Wearable armband with a floating mobile exploratory electrode at fingertip for on-demand touch-and-measure multilead electrocardiography | https://www.cambridge.org/core/product/identifier/S2631717625000118/type/journal_article | Wearable Technologies | 10.1017/wtc.2025.11 | en | electrocardiography flexible bioelectrode wearable graphene textile smart medical garment on | |||||
31 | 2025 | Cyton Board | Xiong, Kaixiao; Fan, Chengliang; He, Deqiang; Chen, Hongyu; Zhao, Xinyi; Feng, Xihui; Zhang, Zutao; Wu, Xiaoping | A wearable driver gesture recognition system enabled AI application in virtual reality interaction for smart traffic | https://linkinghub.elsevier.com/retrieve/pii/S0360544225020766 | Energy | 10.1016/j.energy.2025.136434 | en | Smart transportation; Wearable devices; Deep learning; TENG; Digital twin | |||||
32 | 2025 | Cyton Board | Boddapu, Likhith; Sumitra, S; BS, Manoj | IIST BCI Dataset-10 for Telugu Vowels and Consonants | https://www.techrxiv.org/users/814488/articles/1289920-iist-bci-dataset-10-for-telugu-vowels-and-consonants?commit=ee45063fd8e9ece1121bb713db6669cc8b41aab4 | 10.36227/techrxiv.174612068.80718242/v1 | ||||||||
33 | 2025 | Cyton Board | Ashwin, Amal Jude; Bajpai, Alok; Tiwari, Hari Prakash; Priyanka B, Nandini; Balasubramani, Pragathi Priyadharsini | Assessing the utility of brain and gut cognitive electrophysiology for early prediction of treatment outcome in major depressive disorder | http://medrxiv.org/lookup/doi/10.1101/2025.03.07.25323496 | PREPRINT (Version 1) available at Research Square | 10.1101/2025.03.07.25323496 | |||||||
34 | 2025 | OpenBCI GUI | Xiang, Yu; Zhang, Xu; Zhang, Wenqiang; Dou, Ziheng; Wang, Taihong | Wrist Motion Regression Using EMG Attention Feature Fusion Algorithm | https://www.techrxiv.org/users/914536/articles/1287616-wrist-motion-regression-using-emg-attention-feature-fusion-algorithm?commit=d43654d376c0b8fff40576d2106bcd26326bdd50 | IEEE SENSORS JOURNAL, VOL. XX, NO. XX, XXXX 2024 | 10.36227/techrxiv.174537492.21807413/v1 | |||||||
35 | 2025 | Cyton Board | Rivera, Mayumi; Tamang, Abigail; Dorjee, Lhatso | Closed-Loop Mu-Rhythm Brain–Computer Interface for Neuroadaptive Control of the Chrome Dinosaur Game | https://engrxiv.org/preprint/view/4555/version/6202 | 10.31224/4555 | brain–computer interface, mu rhythm, vibrotactile feedback, eeg, arduino abstract background: mu-rhythm bcis provide a noninvasive entry to motor control via event-related desynchronization detection over the sensorimotor cortex during motor imagery | |||||||
36 | 2025 | Cyton Board | K, Seetha D; S, Sibi M; Sahoo, Shivani; Sheetal, K B; Anil, Navya; Sajeev, Neethu; K, Anjana; T, Sruthi N; Sumitra, S; S., Manoj B. | IIST BCI Dataset-9: EEG Dataset For Malayalam Vocal and Subvocal Commands with Dialect Variation For Wheelchair Control | https://www.techrxiv.org/users/916082/articles/1288937-iist-bci-dataset-9-eeg-dataset-for-malayalam-vocal-and-subvocal-commands-with-dialect-variation-for-wheelchair-control?commit=df5d65312bcbd1f300d25acf679cb35d35ff29c8 | 10.36227/techrxiv.174586818.88790131/v1 | ||||||||
37 | 2025 | Cyton Board | Li, Sining; Liu, Gan; Feng, Fan; Chang, Ziqing; Li, Wenyu; Duan, Feng | An Interventional Brain-Computer Interface for Long-Term EEG Collection and Motion Classification of a Quadruped Mammal | https://ieeexplore.ieee.org/document/10972026/ | IEEE Transactions on Neural Systems and Rehabilitation Engineering | 10.1109/TNSRE.2025.3562922 | Interventional BCI, EEG, Motion Classification | ||||||
38 | 2025 | Cyton+Daisy Board | Ultracortex Mark IV | Hernandez-Navarro, Asaf J.; Ortiz-Torres, Gerardo; Pérez-Vidal, Alan F.; Cervantes, José-Antonio; Sorcia-Vázquez, Felipe D. J.; López, Sonia; Ramos-Martinez, Moises; Lozoya-Ponce, R. E.; Jauregui, Néstor Fernando Delgadillo; Rumbo-Morales, Jesse Y.; Rumbo-Morales, Reyna I. | Design, Manufacturing, and Electroencephalography of the Chameleon-1 Helmet: Technological Innovation Applied for Diverse Neurological Therapies | https://www.mdpi.com/2571-5577/8/2/56 | Applied System Innovation | 10.3390/asi8020056 | en | brain disorders ; eeg ; helmet ; chameleon-1 1 | ||||
39 | 2025 | Cyton+Daisy Board | Thomas Krämer, Francesco Chiossi, Thomas Kosch | Evaluating Eye Tracking and Electroencephalography as Indicator for Selective Exposure During Online News Reading | https://arxiv.org/abs/2503.22018 | 10.48550/arXiv.2503.22018 | Selective Exposure, Electroencephalography, Eye Tracking, CoRegistration, News, Reading | |||||||
40 | 2025 | Cyton Board | Ahn, Seong-Ho; Kim, Zion; Jung, Jun Ha; Lee, Hyeon-Jun; Kim, Heejin; Cho, Jungu; Jeong, Jaeseung | Decoding EEG-Based Motor Imagery of Hand Grasp Types for an Amputee Due to Birth Trauma | https://ieeexplore.ieee.org/document/10931531/ | 2025 13th International Conference on Brain-Computer Interface (BCI) | 10.1109/BCI65088.2025.10931531 | |||||||
41 | 2025 | Cyton Board | Sheikh, Jahanzeb; Swee, Tan Tian; Salim, Maheza Irna Mohamad; Tan, Michael Loong Peng; Chai, Hum Yan; Alang, Tengku Ahmad T. | Motorised bionic arms using SSVEP with enhanced hand gesture accuracy and reliability | http://www.inderscience.com/link.php?id=145218 | International Journal of Biomedical Engineering and Technology | 10.1504/IJBET.2025.145218 | en | abstract journal title quick search anywhere enter words | |||||
42 | 2025 | Cyton+Daisy Board | de Jesus, Belmir J.; Perreault, Léa; Lopes, Marilia K. S.; Roberge, Marie-Claude; Oliveira, Alcyr A.; Falk, Tiago H. | Instrumenting a Virtual Reality Headset to Monitor Changes in Electroencephalograms of PTSD Patients During Multisensory Immersion | https://ieeexplore.ieee.org/document/10938306/ | IEEE Journal of Selected Areas in Sensors | 10.1109/JSAS.2025.3554131 | Electroencephalography, mental health, multisensory, olfactory, post-traumatic stress disorder, relaxation training, virtual reality | ||||||
43 | 2025 | Perur, Shrivatsa D.; Kenchannava, Harish H. | Enhancing Mental Well-Being Through OpenBCI: An Intelligent Approach to Stress Measurement | https://link.springer.com/10.1007/978-981-97-9262-7_17 | Cognitive Science and Technology | 10.1007/978-981-97-9262-7_17 | en | intelligent computing, prediction of stress, machine learning, algorithms, mental health, personalized interventions | ||||||
44 | 2025 | Cyton Board, OpenBCI GUI | Gold Cup Electrodes | Soberanes, Montse; Pérez-Ramírez, Carlos A.; Assaneo, M. Florencia | Insights Into the Effect of General Attentional State, Coarticulation, and Primed Speech Rate in Phoneme Production Time | https://pubs.asha.org/doi/10.1044/2025_JSLHR-24-00595 | Journal of Speech, Language, and Hearing Research | 10.1044/2025_JSLHR-24-00595 | en | |||||
45 | 2024 | Cyton+Daisy Board | Bashar Hmaza, Asmaa; K. Hasoun, Rajaa | Hybrid Optimized Feature Selection and Deep Learning Method for Emotion Recognition That Uses EEG Data | https://ijci.uoitc.edu.iq/index.php/ijci/article/view/545 | Iraqi Journal for Computers and Informatics | 10.25195/ijci.v51i1.545 | : : human interaction, gated recurrent unit (gru), electroencephalogram (eeg), recurrent neural networks (rnn) , emotion identification, long short-term memory (lstm) , particle swarm optimization (pso) | ||||||
46 | 2025 | Cyton Board | Nirabi, Ali; Rahman, Faridah Abd; Habaebi, Mohamed Hadi; Sidek, Khairul Azami; Yusoff, Siti | Cognitive Load Assessment Through EEG: A Dataset from Arithmetic and Stroop Tasks. | https://linkinghub.elsevier.com/retrieve/pii/S2352340925002094 | Data in Brief | 10.1016/j.dib.2025.111477 | en | eeg signals mental stress stress detection dataset artificial intelligence deep learning algorithms recommended articles data availability cognitive load assessment through eeg | |||||
47 | 2025 | Cyton Board | Şahin, Elif Bilge; Onay Durdu, Pınar | Evaluating the potential of using EEG based BCI method in user experience research | https://link.springer.com/10.1007/s10209-025-01207-5 | Universal Access in the Information Society | 10.1007/s10209-025-01207-5 | en | electroencephalography | |||||
48 | 2025 | Cyton+Daisy Board | Mista, Christian Ariel; Young, Elizabeth Loreley; Laugero, Silvio Jorge; Biurrun Manresa, José Alberto | Radiofrequency evoked potentials: A new window into the nociceptive system | https://linkinghub.elsevier.com/retrieve/pii/S1388245725000045 | Clinical Neurophysiology | 10.1016/j.clinph.2024.12.022 | en | ||||||
49 | 2025 | Cyton Board | Ashwin, Amal Jude; Bajpai, Alok; Tiwari, Hari Prakash; Priyanka B, Nandini; Balasubramani, Pragathi Priyadharsini | Assessing the utility of brain and gut cognitive electrophysiology for early prediction of treatment outcome in major depressive disorder | http://medrxiv.org/lookup/doi/10.1101/2025.03.07.25323496 | 10.1101/2025.03.07.25323496 | ||||||||
50 | 2025 | Cyton Board | He, Deqiang; Chen, Hongyu; Zhao, Xinyi; Fan, Chengliang; Xiong, Kaixiao; Zhang, Yue; Zhang, Zutao | Portable and Self-Powered Sensing AI-Enabled Mask for Emotional Recognition in Virtual Reality | https://pubs.acs.org/doi/10.1021/acsami.5c01936 | ACS Applied Materials & Interfaces | 10.1021/acsami.5c01936 | en | ||||||
51 | 2025 | Ganglion, OpenBCI GUI | Gold Cup Electrodes | Palatinus, Zsolt; Lukovics, Miklós; Volosin, Márta; Dudás, Zsolt; Prónay, Szabolcs; Majó-Petri, Zoltán; Lengyel, Henrietta; Szalay, Zsolt | Passenger physiology in self-driving vehicles during unexpected events | https://www.nature.com/articles/s41598-024-81960-4 | Scientific Reports | 10.1038/s41598-024-81960-4 | en | Self-driving, Technology acceptance, EEG, Eye-tracking, Wearable sensors, Multiscale analysis | ||||
52 | 2025 | Fan, Chengliang; Huang, Xingyue; He, Deqiang; Tang, Hongjie; Xiong, Kaixiao; Tang, Minfeng; Zong, Qianqian; Zhang, Zutao; Zhou, Zijie | A self-powered sensing wearable watch application in ship driver metaverse interaction | https://linkinghub.elsevier.com/retrieve/pii/S2468519425001120 | Materials Today Chemistry | 10.1016/j.mtchem.2025.102622 | en | |||||||
53 | 2025 | Cyton+Daisy Board | Salih, Muwafaq Abdullah; Sattar, Muhammed Abdul | Robotic head-neck brace control through EEG signals and BCI sensors using the Savitzky-Golay filter | https://pubs.aip.org/aip/acp/article-lookup/doi/10.1063/5.0259169 | AIP Conference Proceedings | 10.1063/5.0259169 | |||||||
54 | 2025 | Cyton Board | Zeng, Fangmeng; Wang, Guanghua; Sun, Chenyi; Gao, Jiayi; Ji, Shanqun; Zhang, Quanxi | Flexible and Washable Poly(3,4-ethylenedioxythiophene): Polystyrene Sulfonate/Polyvinyl Alcohol Fabric Dry Electrode for Long-Term Electroencephalography Signals Measurement | https://www.mdpi.com/2073-4360/17/5/683 | Polymers | 10.3390/polym17050683 | en | eeg signals ; dry electrode ; pedot: pss ; conductive fabric ; smart textiles 1 | |||||
55 | 2025 | Cyton Board | Ultracortex Mark IV, cEEGrid | Knierim, Michael T.; Zimny, Christian; Ivucic, Gabriel; Röddiger, Tobias | Advancing Wearable BCI: Headphone EEG for Cognitive Load Detection in Lab and Field | https://dl.acm.org/doi/10.1145/3712283 | Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies | 10.1145/3712283 | en | Hardware, Emerging technologies, Biology-related information processing, Neural systems, Human-centered computing, Human-computer interaction (HCI), Empirical studies in HCI | ||||
56 | 2024 | Cyton Board | Headband kit | Sahbel, Anwar; Nasif, Andrew; Magdy, Ahmed; Elaydi, Mohamed; Sobhy, Nermeen; Abbas, Ayman | A Low-Cost Lightweight Prosthetic Arm with Soft Gripping Fingers Controlled Using CNN | https://ieeexplore.ieee.org/document/10566461/ | 2024 14th International Conference on Electrical Engineering (ICEENG) | 10.1109/ICEENG58856.2024.10566461 | ||||||
57 | 2025 | Cyton Board | González-Cely, Aura Ximena; Blanco-Diaz, Cristian Felipe; Rivera-Flor, Hamilton; Delisle-Rodriguez, Denis; Rodriguez-Diaz, Camilo Arturo; Callejas-Cuervo, Mauro; Bastos-Filho, Teodiano | Multi-Sensory Human-Machine Interfaces for Wheelchair Operation and Posture Monitoring | https://ieeexplore.ieee.org/document/10906643/ | IEEE Transactions on Instrumentation and Measurement | 10.1109/TIM.2025.3546388 | en | Wheelchairs, Sensors, Neck, Pressure sensors, Optical fibers, Optical fiber sensors, Monitoring, Electroencephalography, Sensor systems, Visualization | |||||
58 | 2024 | Cyton Board | Leerskov, Kasper | Hybrid FES-Robotic Rehabilitation System for Lower Limb Neurorehabilitation: Design and evaluation | https://vbn.aau.dk/da/publications/hybrid-fes-robotic-rehabilitation-system-for-lower-limb-neuroreha | Aalborg Universitet | 10.54337/aau768141147 | en | ||||||
59 | 2024 | Martínez, Isis; Gamero-V., Manuel Adalid | Comparative Analysis of Brain Waves in Children with Autism and Typical Development During Recreational Activities | https://ieeexplore.ieee.org/document/10891090/ | 2024 IEEE Central America and Panama Student Conference (CONESCAPAN) | 10.1109/CONESCAPAN62181.2024.10891090 | en | Technical requirements, Brain, Autism, Statistical analysis, Software, Complexity theory, Synchronization, Frequency synchronization, Signal resolution, Systematic literature review | ||||||
60 | 2025 | Ganglion | Yeswanth Kumar, K. R.; Rithik Nair, M. H.; Alex, John Sahaya Rani; Priyadarshini, B. | Parkin sense: Multi modal monitoring of Parkinson's disease using open BCI | https://www.taylorfrancis.com/books/9781003606208/chapters/10.1201/9781003606208-25 | Integrated Technologies in Electrical, Electronics and Biotechnology Engineering | 10.1201/9781003606208-25 | en | ||||||
61 | 2025 | Cyton Board | Gupta, Ekansh; Sivakumar, Raghupathy | Response coupling with an auxiliary neural signal for enhancing brain signal detection | https://www.nature.com/articles/s41598-025-87414-9 | Scientific Reports | 10.1038/s41598-025-87414-9 | en | Brain–machine interface, Electrical and electronic engineering | |||||
62 | 2024 | Cyton Board | Sahoo, Shivani; Tayade, Shubham; Sumitra, S.; Manoj, B. S. | EEG Data Classification of Odia Words Using ML and DL for BCI Applications | https://ieeexplore.ieee.org/document/10882414/ | 2024 International Conference on Brain Computer Interface & Healthcare Technologies (iCon-BCIHT) | 10.1109/iCon-BCIHT63907.2024.10882414 | en | EEG Data, Part-of-speech, Brain-computer Interface Applications, Native Speakers, Support Vector Machine, Highest Accuracy, Machine Learning Classifiers, EEG Recordings, EEG Signals, Brain Signals, Patient Datasets, External Devices, Machine Learning Classification Algorithms, Solution For Patients, Gradient Boosting Machine, Indian Languages, Indian Individuals, Learning Algorithms, Low-pass, Confusion Matrix, Approximation Coefficients, Wavelet Decomposition, Independent Component Analysis, Txt File, CSV File, Wavelet Transform, Simulation Setup, Signal Extraction, Support vector machines, Training, Accuracy, Translation, Medical services, Electroencephalography, Classification algorithms, Bayes methods, Recording, Research and development | |||||
63 | 2025 | Ganglion | Hernández-Cuevas, Bryan Y.; Lewis, Myles; Junkins, Wesley; Crawford, Chris S.; Denham, Andre; Luo, Feiya | PhysioML: A Web-Based Tool for Machine Learning Education with Real-Time Physiological Data | https://dl.acm.org/doi/10.1145/3641554.3701815 | Proceedings of the 56th ACM Technical Symposium on Computer Science Education V. 1 | 10.1145/3641554.3701815 | en | Applied computing, Education, Interactive learning environments, Computing methodologies, Machine learning, Social and professional topics, Professional topics, Computing education | |||||
64 | 2025 | Cyton+Daisy Board | Gelfree BCI Electrode Cap Kit | Rao, Wenhao; Xu, Meiyan; Wang, Haochen; Hua, Weicheng; Guo, Jiayang; Zhang, Yongheng; Zhu, Haibin; Zhou, Ziqiu; Xiong, Jiawei; Zhang, Jianbin; Pan, Yijie; Gu, Peipei; Chen, Duo | Acupuncture State Detection at Zusanli (ST-36) Based on Scalp EEG and Transformer | https://ieeexplore.ieee.org/document/10882902/ | IEEE Journal of Biomedical and Health Informatics | 10.1109/JBHI.2025.3540924 | en | Acupuncture, Electroencephalography, Transformers, Convolutional neural networks, Needles, Brain modeling, Medical diagnostic imaging, Training, Temperature measurement, Feature extraction | ||||
65 | 2025 | Cyton Board | Kimoto, Ryosuke; Ohhira, Takashi; Hashimoto, Hideki | Body Motion Noise Reduction of Silent Speech Recognition Using Facial Surface EMG<sup>*</sup> | https://ieeexplore.ieee.org/document/10870878/ | 2025 IEEE/SICE International Symposium on System Integration (SII) | 10.1109/SII59315.2025.10870878 | en | Electrodes, Wireless communication, Wireless sensor networks, Accuracy, Noise, Speech recognition, Electromyography, Facial muscles, Surface treatment, Wearable sensors | |||||
66 | 2025 | Cyton Board | Konno, Daisuke; Izawa, Jun | A neural signature of error processing in motor learning measured as error-related negativity | https://linkinghub.elsevier.com/retrieve/pii/S2665917424006822 | Measurement: Sensors | 10.1016/j.measen.2024.101706 | en | motor control trajectory errors internal model error | |||||
67 | 2025 | Ganglion | Kao, Hsiao-Wen; Chen, Yan-Cyuan; Wu, Eric Hsiao-Kuang; Yeh, Shih-Ching; Kao, Shih-Chun | Loka: A Cross-Platform Virtual Reality Streaming Framework for the Metaverse | https://www.mdpi.com/1424-8220/25/4/1066 | Sensors | 10.3390/s25041066 | en | metaverse ; virtual reality ; cloud rendering ; internet of things 1 | |||||
68 | 2025 | OpenBCI GUI, Cyton+Daisy Board | Ultracortex Mark IV | Hamza, Hamza Waleed; Al-Hamadani, Ammar A.; Al-Qazzaz, Noor Kamal | EEG Signals Classification Using Novel Acquisition Protocol for Lie Detection System | https://iieta.org/journals/isi/paper/10.18280/isi.300113 | Ingénierie des systèmes d information | 10.18280/isi.300113 | en | electroencephalogram, deep learning algorithms, lie detection, convolution neural network, long short-term memory, multilayer perceptron 1 | ||||
69 | 2025 | Cyton Board | cEEGrid | Michael T. Knierim, Fabio Stano, Fabio Kurz, Antonius Heusch, Max L. Wilson | Exploring Flow in Real-World Knowledge Work Using Discreet cEEGrid Sensors | https://arxiv.org/abs/2501.19217 | Cornell University | 10.48550/arXiv.2501.19217 | en | |||||
70 | 2025 | Cyton Board | Khan, Sallar; Ali, Khawaja Usman; Qadri, Ali Raza Ali; Rizvi, Maisam | Silent Speech Interfaces: Non-Invasive Neuromuscular Signal Processing for Assistive Communication | https://ieeexplore.ieee.org/document/10849081/ | 2025 IEEE 4th International Conference on AI in Cybersecurity (ICAIC) | 10.1109/ICAIC63015.2025.10849081 | en | ||||||
71 | 2025 | Cyton+Daisy Board | Ultracortex Mark IV | N, Keerthika; V, Kiruthika; Sukriti, undefined; E, Sathish; A, Maadesh | Feature based cognitive analysis in sports and non-sports individuals using real-time EEG | http://digital-library.theiet.org/doi/10.1049/icp.2024.4404 | IET Conference Proceedings | 10.1049/icp.2024.4404 | en | cognition decision trees electroencephalography feature extraction feature selection independent component analysis learning | ||||
72 | 2025 | Cyton+Daisy Board | Alamalhoda, MohammadAmin; Leesch, Friederike; Giovanetti, Francesca; Dunne, Eoghan; Pilloni, Giuseppina; Caffrey, Mark; O’Keeffe, Jack; Venturino, Alessandro; Ferretti, Maria Teresa | Flickering white light stimulation at 60 Hz induces strong, widespread neural entrainment and synchrony in healthy subjects | http://biorxiv.org/lookup/doi/10.1101/2025.01.27.634699 | 10.1101/2025.01.27.634699 | en | |||||||
73 | 2025 | Cyton+Daisy Board | Camelo Roa, Sandra Milena; Rodríguez, Belman Jahir | Neurofeedback-driven Emotional Regulation Training in a virtual reality environment: a machine learning approach using OpenBCI | https://revistas.usb.edu.co/index.php/IJPR/article/view/7467 | International Journal of Psychological Research | 10.21500/20112084.7467 | en | neurofeedback emotional regulation virtual reality machine learning openbci training neurofeedback regulaci | |||||
74 | 2024 | Cyton Board | A. Thanabalasingam, D. J. T. Fernando, S. Mahendran, A. G. B. P. Jayasekara and R. A. R. C. Gopura | Brain-Controlled Wheelchair Navigation Using Visual Perception in Simulated Indoor Environments | https://doi.org/doi: 10.1109/EECon64470.2024.10841863. | 2024 4th International Conference on Electrical Engineering (EECon) | doi: 10.1109/EECon64470.2024.10841863. | English | Training;Time-frequency analysis;Accuracy;Navigation;Fast Fourier transforms;Wheelchairs;Signal processing algorithms;Electroencephalography;Real-time systems;Classification algorithms;SSVEP;EEG;ROS;Autonomous Wheelchair Navigation;Brain Signal Processing | |||||
75 | 2025 | Cyton Board | Ultracortex Mark IV | Theeban Raj Shivaraja, Rabani Remli, Wan Asyraf Wan Zaidi, and Kalaivani Chellappan | Remote Epilepsy Monitoring: Signal Quality and Reliability Comparative Analysis | https://scholar.google.com/scholar_url?url=https://ieeexplore.ieee.org/iel8/6287639/6514899/10844263.pdf&hl=en&sa=X&d=6550892119441711207&ei=aGGOZ5-UEemmy9YPy-7GuAE&scisig=AFWwaeYWiRiddSJsqekFhuzSJoWA&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | IEEE Access PP(99):1-1 | DOI:10.1109/ACCESS.2025.3531130 | English | Electroencephalography, epilepsy, remote monitoring, signal analysis, wearable technology | ||||
76 | 2025 | Cyton Board | Minfeng Tang, Chengliang Fan, Juhuang Song, Hongyu Chen, Luyao Bai, Zheng Fang, Yugang Liu, Zutao Zhang | A hybrid vibration energy harvester based on flexible connection for train monitoring | https://scholar.google.com/scholar_url?url=https://www.sciencedirect.com/science/article/pii/S0888327025000482&hl=en&sa=X&d=13744526941664129611&ei=qd-MZ8HTNKHfy9YPq-HH2AY&scisig=AFWwaeYxkkdItlMzKO9MitGinngO&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | Mechanical Systems and Signal Processing Volume 226, 1 March 2025, 112347 | https://doi.org/10.1016/j.ymssp.2025.112347. | English | Vibration energy recovery; Self-powered vibration-sensing; Host-friendliness; Train transportation | |||||
77 | 2025 | Cyton Board | Saffaryazdi, Nastaran & Gunasekaran, Tamil & Laveys, Kate & Broadbent, Elizabeth & Billinghurst, Mark. | Empathetic Conversational Agents: Utilizing Neural and Physiological Signals for Enhanced Empathetic Interactions | https://scholar.google.com/scholar_url?url=https://arxiv.org/pdf/2501.08393&hl=en&sa=X&d=4019097504527394886&ei=nH6LZ7maN8-Z6rQPtZnLgAg&scisig=AFWwaeY3S4dinGP_g3vPCZNAt0A_&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | Association for Computing Machinery. | DOI: 10.48550/arXiv.2501.08393. | English | Conversational agent, emotion recognition, empathy, physiological signals, Electroencephalogram, Electrodermal activity, Photoplethysmogram | |||||
78 | 2025 | Cyton+Daisy Board | Ultracortex Mark IV | Lu, Jianchao & Tian, Yuzhe & Zhang, Yang & Sheng, Quan & Zheng, Xi. | LGL-BCI: A Motor-Imagery-Based Brain–Computer Interface with Geometric Learning | https://scholar.google.com/scholar_url?url=https://arxiv.org/pdf/2501.05589&hl=en&sa=X&d=3703460010045057963&ei=b8aHZ8WjBKHfy9YPq-HH2AY&scisig=AFWwaebPXQCk2sImtTgOT6gPzs2m&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | 10.48550/arXiv.2501.05589. | DOI: 10.48550/arXiv.2501.05589. | English | Brain–computer interface, Motor imagery, Electroencephalogram signal processing, Geometric deep learning, Symmetric positive definite manifold | ||||
79 | 2025 | Cyton Board | D. del Rosario-Gilabert, I. Vigué-Guix | Unveiling the EEG signatures of extrasensory perception during spiritual experiences: A single-case study with a well-renowned channeler | https://scholar.google.com/scholar_url?url=https://www.sciencedirect.com/science/article/pii/S1550830725000059&hl=en&sa=X&d=5013894352339868070&ei=pOyEZ_O_OLO5y9YPw734iAo&scisig=AFWwaebyI-8nUdrfVV-FJ0ib7ISq&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | EXPLORE, Volume 21, Issue 2, 2025, 103114, ISSN 1550-8307 | https://doi.org/10.1016/j.explore.2025.103114. | English | Mediumship; Channeling; EEG; Extrasensory perception; Mental states | |||||
80 | 2024 | Cyton Board | Salman Al Maghribi Suwandi, Ayumi Ohnishi, Tsutomo Terada, Masahiko Tsukamoto | SSVEP Brain-Computer Interface Performance Examination Based on the Color and Shape Stimulus Configuration | https://scholar.google.com/scholar_url?url=https://www.ascspublications.org/wp-content/uploads/woocommerce_uploads/2024/12/Jbins3Vol.Issue1_12_30_2024.pdf&hl=en&sa=X&d=16576539562819622197&ei=dpaDZ77zD8qP6rQP6LbOiQ4&scisig=AFWwaeZwUFy-cLfcxEuehYvt068p&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | Journal of Bioinformatics and Neuroscience (JBINS), 11 | English | Brain-computer Interface, SSVEP, Electroencephalograph, Human Visual System | ||||||
81 | 2024 | Cyton Board | S.I. Chuprina, I.A. Labutin | A High-Level Adaptation Toolkit for Unified Integration of Software Systems with Neural Interfaces | https://scholar.google.com/scholar_url?url=https://sv-journal.org/2024-4/02/en.pdf&hl=en&sa=X&d=9301085894881901819&ei=-LV7Z8zaF4qay9YP7vuXyQg&scisig=AFWwaeYabZlRfggAZxeoilgEn1gr&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | Scientific Visualization, 2024, volume 16, number 4, pages 11 - 24 | https://doi.org/10.26583/sv.16.4.02 | English | neurointerface, brain-computer interface, Internet of Things, ontology engineering, high-level integration, real-time data visualization | |||||
82 | 2025 | Cyton Board | Batista, I.T.P., Queiroz, K.M., Souza Menezes, C.E. et al. | Development of a digital memory and learning test for elderly individuals | https://bmcgeriatr.biomedcentral.com/articles/10.1186/s12877-024-05421-3 | BMC Geriatr 25, 3 | https://doi.org/10.1186/s12877-024-05421-3 | English | Elderly, Cognitive training, Memory and learning tests, Neuropsychological tests, Electroencephalography | |||||
83 | 2025 | Cyton Board | Joel S Burma et al | A multimodal neuroimaging study of cerebrovascular regulation: protocols and insights of combining electroencephalography, functional near-infrared spectroscopy, transcranial Doppler ultrasound, and physiological parameters | https://scholar.google.com/scholar_url?url=https://iopscience.iop.org/article/10.1088/1741-2552/ada4de/pdf&hl=en&sa=X&d=1143076876349024365&ei=ZVp6Z4a7H5OW6rQP3-rzuQM&scisig=AFWwaeaNbeC4RyZKFdd1Iz4AWooq&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | J. Neural Eng. 22 016003 | https://doi.org/10.1088/1741-2552/ada4de | English | electroencephalography, functional near-infrared spectroscopy, transcranial Doppler ultrasound, multimodal, neuroimaging, cerebrovascular | |||||
84 | 2024 | Cyton Board | Liu, Y., Huang, S., Xu, W. et al. | An fMRI study on the generalization of motor learning after brain actuated supernumerary robot training | https://scholar.google.com/scholar_url?url=https://www.nature.com/articles/s41539-024-00294-y&hl=en&sa=X&d=13030632392103648732&ei=ih91Z8_yKZOW6rQP3-rzuQM&scisig=AFWwaeZnaks68xwREhdPvkLTQO6k&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | npj Science of Learning volume 9, Article number: 80 (2024) | https://doi.org/10.1038/s41539-024-00294-y | English | ||||||
85 | 2024 | Cyton Board | S. SharghiLavan, O. Geman and R. Toderean | Speech Perception and Speech Attention: A Case Study Based on Event-Related Potential Using the OpenBCI System | https://scholar.google.com/scholar_url?url=https://ieeexplore.ieee.org/abstract/document/10805747/&hl=en&sa=X&d=4645206465876728450&ei=Tj9xZ4uhF4qay9YP7vuXyQg&scisig=AFWwaeb1_f_MHmVHvYyCDx3IhZGh&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | 2024 E-Health and Bioengineering Conference (EHB), IASI, Romania, 2024, pp. 1-4 | doi: 10.1109/EHB64556.2024.10805747. | English | Autism;Design methodology;Syntactics;Biomedical engineering;Event-Related Potential (ERP);Autism;Language;Speech;BCl;Auditory;Perception;Attention | |||||
86 | 2024 | Cyton Board | Kiyn Chin, Michael Vinciguerra, Dinesh K. Patel, Peter Roberts Olcay, Eldy S. Lazaro Vasquez, and Carmel Majidi | Accessible Soft Electronics with Silver-Gelatin Conductive Hydrogel Composite | https://scholar.google.com/scholar_url?url=https://advanced.onlinelibrary.wiley.com/doi/pdf/10.1002/admt.202401193&hl=en&sa=X&d=16228187293792314233&ei=_hBsZ_yDAsKM6rQP6_3j2Ao&scisig=AFWwaeaQ4UlHNq6HsUt_2ev8J3TE&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | Adv. Mater. Technol. 2024, 2401193 | DOI: 10.1002/admt.202401193 | English | biomaterials, conductive composites, gelatin, hydrogels, soft electronics | |||||
87 | 2024 | Cyton Board | Guptasarma, S., Vuong, B.B., Okamura, A.M., Kennedy III, M. | Facial Haptic Feedback for Robotic Prostheses | https://link.springer.com/chapter/10.1007/978-3-031-77584-0_61 | Biosystems & Biorobotics ((BIOSYSROB,volume 32)) | DOI: https://doi.org/10.1007/978-3-031-77584-0_61 | English | ||||||
88 | 2024 | Cyton Board | Katelyn Lee, Runsheng Wang, Ava Chen, Lauren Winterbottom, Ho Man Colman Leung, Lisa Maria DiSalvo, Iris Xu, Jingxi Xu, Dawn M. Nilsen, Joel Stein, Xia Zhou and Matei Ciocarlie | Fabric Sensing of Intrinsic Hand Muscle Activity | https://arxiv.org/pdf/2412.14185 | arXiv:2412.14185v1 | English | Image-to-Text, text Classification, Table Question Answering, Question Answering, Summarization, Feature, Extraction, Text Generation, Text2Text Generation, Time Series Forecasting, Robotics | ||||||
89 | 2024 | Cyton+Daisy Board | Lucila Capurro, Michael Radloff, Luis Ignacio Brusco, Rodrigo Ramele, Cecilia Forcato | Changes in Brain Oscillatory Dynamics in Elderly Adults as a Consequence of Natural Aging | https://scholar.google.com/scholar_url?url=https://www.researchsquare.com/article/rs-5655250/latest.pdf&hl=en&sa=X&d=4145350129779656241&ei=TF5oZ8y1HYCX6rQPjNn28Q0&scisig=AFWwaeYHkoOvC8JOmE5FR83RA2m5&oi=scholaralrt&hist=8WBGhdYAAAAJ:15302681845162797931:AFWwaeb_A56JmNpp1X3JC5DUfQEA&html=&pos=0&folt=kw | Research Square | DOI: https://doi.org/10.21203/rs.3.rs-5655250/v1 | English | ||||||
90 | 2024 | Cyton Board | Aura Ximena Gonzalez-Cely, Cristian Felipe Blanco-Diaz, Cristian David Guerrero-Mendez, Ana Cecilia Villa-Parra and Teodiano Bastos-Filho | Classification of opening/closing hand motor imagery induced by left and right robotic gloves through EEG signals | https://scholar.google.com/scholar_url?url=https://revistas.utb.edu.co/tesea/article/download/579/433&hl=en&sa=X&d=10056253333484240099&ei=3pVlZ5WcMYCX6rQPjNn28Q0&scisig=AFWwaeZNKhLuJfhv2-n7unnOKoJE&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=1&folt=kw | Transactions on Energy Systems and Engineering Applications, 5(2): 579, 2024 | https://doi.org/10.32397/tesea.vol5.n2.579 | English | ||||||
91 | 2024 | Cyton Board | S. A. M. Suwandi, A. Ohnishi, T. Terada and M. Tsukamoto | Investigation of Color and Shape Stimulus Configuration to SSVEP Brain-Computer Interface Performance | https://ieeexplore.ieee.org/abstract/document/10792829 | 2024 9th International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS) | doi: 10.1109/ICIIBMS62405.2024.10792829. | English | Visualization;Shape;Color;Visual systems;Brain-computer interfaces;Steady-state;Recording;Time factors;Informatics;Monitoring;Brain-Computer Interface;SSVEP;Electroencephalograph;Human Visual System | |||||
92 | 2024 | Cyton Board | Huang, F. C.; Sun, X. D.; Shi, Y.; Pan, L. J. | Textile electronics for ubiquitous health monitoring | https://www.oaepublish.com/articles/ss.2024.37 | Soft Sci. 2024, 4, 40 | http://dx.doi.org/10.20517/ss.2024.37 | English | Textile electronics, functional fiber, healthcare monitoring, integration strategies, wearable electronics | |||||
93 | 2024 | Cyton Board | J. M. Rada, L. M. Zapata Saldarriaga, E. M. Guevara, S. G. Cuartas, D. F. Aguillón Niño and J. F. Ochoa Gómez | Simultaneous Dual-Task and Brain Activity Evaluation | https://scholar.google.com/scholar_url?url=https://ieeexplore.ieee.org/abstract/document/10784772/&hl=en&sa=X&d=9670495188076322322&ei=HuVfZ_OHBvuh6rQP5JSQeA&scisig=AFWwaeaACSUd5Wesu1G5aIr2-QK0&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=3&folt=kw | 2024 3rd International Congress of Biomedical Engineering and Bioengineering (CIIBBI), Cali, Colombia, 2024, pp. 1-6 | doi: 10.1109/CIIBBI63846.2024.10784772 | English | Protocols;Telemedicine;Kinematics;Motors;Electroencephalography;Medical diagnosis;Elbow;Monitoring;Diseases;Biomedical engineering;Dual-task;EEG;monitoring;neurodegenerative diseases;older adults | |||||
94 | 2024 | Cyton Board | B. P. Prathaban, R. Subash, S. D, D. Ferlin Deva Shahila and S. Usha | BCI based Ambient Assisted Living (AAL) of Lock-in-Syndrome (LIS) | https://scholar.google.com/scholar_url?url=https://ieeexplore.ieee.org/abstract/document/10780287/&hl=en&sa=X&d=5764204531683563830&ei=HuVfZ_OHBvuh6rQP5JSQeA&scisig=AFWwaeZ7QWtdU9_QWDawckU2LaBb&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=1&folt=kw | 2024 International Conference on Power, Energy, Control and Transmission Systems (ICPECTS) | doi: 10.1109/ICPECTS62210.2024.10780287. | English | Drugs;Visualization;Electric potential;Ambient assisted living;Brainstem;Brain modeling;Electroencephalography;Brain-computer interfaces;Software;Steady-state;Brain Computer Interface;EEG;ERP;OpenBCI;P300;Steady State Visual Evoked Potential;Event Related Potential | |||||
95 | 2024 | Cyton Board | Kabeer, A. and Megalingam, Rajesh Kannan and Sakthiprasad, K. | Brain–Computer Interfaces for Mobility Assistance: A Comparative Analysis of EEG-Based Classification Models for Brain-Controlled Wheelchairs | https://www.researchgate.net/publication/385389496_Brain-Computer_Interfaces_for_Mobility_Assistance_A_Comparative_Analysis_of_EEG-Based_Classification_Models_for_Brain-Controlled_Wheelchairs | Proceedings of the Second Congress on Control, Robotics, and Mechatronics (pp.245-256) | DOI: 10.1007/978-981-97-6810-3_20 | English | ||||||
96 | 2024 | Cyton Board | S. G. Cuartas, E. M. Guevara, J. M. Rada, L. M. Zapata Saldarriaga and J. F. Ochoa Gomez | BrainView: A Novel Platform for Acquisition, Processing, and Warehouse of EEG Signals from a Portable Device | https://scholar.google.com/scholar_url?url=https://ieeexplore.ieee.org/abstract/document/10784751/&hl=en&sa=X&d=18349905168998312162&ei=HuVfZ_OHBvuh6rQP5JSQeA&scisig=AFWwaeaRfrhTth35RJ7WIDPFv034&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | 2024 3rd International Congress of Biomedical Engineering and Bioengineering (CIIBBI) | doi: 10.1109/CIIBBI63846.2024.10784751. | English | Data visualization;Electroencephalography;Real-time systems;Recording;Visual databases;Usability;Monitoring;Diseases;Testing;Biomedical engineering;electroencephalography (EEG);Wearable Technologies;OpenBCI;Acquisition Platform;Visualization and Storage of Biosignals | |||||
97 | 2024 | Cyton Board | MO XIA, HONGXI XUE, BONING LI, and JIANTING CAO | Real-time Detection of Deep Sleep and Intervention | https://scholar.google.com/scholar_url?url=https://ieeexplore.ieee.org/iel8/6287639/6514899/10788712.pdf&hl=en&sa=X&d=338561209553599573&ei=xvpeZ6ziK57Iy9YP6KKEiAM&scisig=AFWwaeb1m_k7UHh0irVasnk8yQot&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | IEEE Access | DOI: 10.1109/ACCESS.2024.3514890 | English | Deep Learning, EEG, Real-time Detection, Sleep Health | |||||
98 | 2024 | Cyton+Daisy Board | Syed Saim Gardezi, Soyiba Jawed, Mahnoor Khan, Muneeba Bukhari, and Rizwan Ahmed Khan | Robust Feature Engineering Techniques for Designing Efficient Motor Imagery-Based BCI-Systems | https://scholar.google.com/scholar_url?url=https://arxiv.org/pdf/2412.07175&hl=en&sa=X&d=8600538035406407004&ei=8O5bZ_2MBdXEy9YP1J6M0AQ&scisig=AFWwaeaQJlBpZF6eC676iyuTaP-B&oi=scholaralrt&hist=8WBGhdYAAAAJ:5437843588291773220:AFWwaebmzrq9zPN1CYXQ5l-OkEG-&html=&pos=0&folt=kw | arXiv:2412.07175 | DOI:10.48550/arXiv.2412.07175 | English | Neuro-rehabilitation, BCI System, Motor Imagery, Feature Engineering, MI Limb EEG Dataset, Machine Learning | |||||
99 | 2024 | Cyton Board | Niforatos, E., He, T., Vourvopoulos, A., & Giannakos, M. | Democratizing EEG: Embedding Electroencephalography in a Head-Mounted Display for Ubiquitous Brain-Computer Interfacing | https://www.tandfonline.com/doi/full/10.1080/10447318.2024.2388368 | International Journal of Human–Computer Interaction, 1–25. | https://doi.org/10.1080/10447318.2024.2388368 | English | Electroencephalography, head-mounted displays, smart glasses, brain-computer interfaces, neuroergononics | |||||
100 | 2024 | Galea | I. Grichi, M. Jaberi and T. H. Falk | Biosensor-Instrumented xR Headsets: A Double-Edged Sword for User Identity and Privacy Management in the Metaverse | https://ieeexplore.ieee.org/abstract/document/10765181 | 2024 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) | doi: 10.1109/ISMAR-Adjunct64951.2024.00012. | English | Headphones;Access control;Privacy;Data privacy;Metaverse;Electroencephalography;Information filtering;Biosensors;Biomedical monitoring;Information integrity;xR;biosensors;identity;privacy;anonymization |