Research using BioAmp hardware

Below is a list of research papers that have used BioAmp hardware for their research. You can click on the title of a paper to view it or click here to get the complete list of all the research papers published so far.

2026

Title	Authors	University of authors
Detection of Eye-Movement and Blink Patterns using EOG Signals	Swaadi R, Shafrithaj Fathima M, Jayapriya P, Sumathi R, N.R. Raajan, S. Annashree Nivethitha & N Raghunathan	Sastra Deemed University, Thanjavur(India)
IoT-Enabled Accident Prevention System Real-Time Detection of Sleep Deprivation, Alcohol Influence, and Heart Attack Symptoms	Boopathi Raja G, Karthika R, Karthikeyan K G, Pavithra S P, Sandeep T & Divyaa N	Velalar College of Engineering and Technology,Tamil Nadu(India)
A Cloud-Aware Scalable Architecture for Distributed Edge-Enabled BCI Biosensor System	Sayantan Ghosh, Raghavan Bhuvanakantham, Padmanabhan Sindhujaa, Purushothaman Bhuvana Harishita, Anand Mohan, Balázs Gulyás , Domokos Máthé & Parasuraman Padmanabhan	Semmelweis University, Budapest(Hungary), Vellore Institute of Technology, Vellore(India), Nanyang Technological University(Singapore), PSG Institute of Medical Sciences & Research, Coimbatore(India), Karolinska Institute, Stockholm(Sweden)
Design and Evaluation of a Functional EMG-Controlled Nerve Stimulator for Motor Assistance and Therapy	Akash S S, Harsshadha Balamurugesh, Balasubramanian G, Annashree Nivethitha S, Sumathi R & Narasimhan Renga Raajan	Sastra Deemed University, Thanjavur(India)
A Unified Feature Framework Integrating Time, Frequency and Non-linear Domain Features for Hand Gesture Recognition from Two-Channel Surface EMG Signals	Krishnapriya G B, Yashwant Rajesh, Siddharth Vijay, Ponnalagu R N & Sanket Goel	BITS Pilani, Hyderabad(India)
Emoticore An Optimized 4-Channel EEG-Based Emotion Detection System	Zeba Mehaboob A, Airin Basal, Sreeram Manghat, Aswanth M P & Fathima Safa V P	Government Engineering College, Kozhikode, Kerala(India)
NeuroDrive An EEG-Based System for Virtual Driving and Robotic Car Navigation	Jyoti Madake, Dhruvesh Kamble, Santosh Kandhare & Kapil Sangameshwar	Vishwakarma Institute of Technology, Pune(India)
Design and Implementation of Real Time Epileptic Seizure Detection System Using Machine Learning and Soft Computing	Milind Mali, Mihir Mulay, Vineesh Naringrekar, Payal Shah & Rajendra Sutar	Sardar Patel Institute Of Technology, Mumbai(India)
BlinkLens Implementation of an Assistive Communication System with EOG Sensors	Fausto R. Hernández-Duran, Carlos De la Cerda-Villaseñor, Aquiles Arce-Flores, Ricardo A. Salido-Ruiz, Maria Cristina Padilla-Becerra & Emilio Barajas-Gonzalez	University of Guadalajara, Jalisco(Mexico)
Neuro-Emotion Recognition for Enhanced Driver Safety using Electroencephalography	Yeshaboina Kumara Swamy, Duggirala Mouli & Ch. Raga Madhuri	Velagapudi Ramakrishna Siddhartha Engineering College, Vijayawada(India)
Deep Learning Versus Classical Machine Learning for Schizophrenia Detection from EEG A Cross-Dataset Generalization Study (PREPRINT)	Samiksha B. C., Eric Raymond, Divyashree Santosh, Dana Vrajitoru, Liqiang Zhang, Lucas Carpenter, Tatsiana Krauchonak, Tika Puri & Dipak Chaulagain	Purdue University(USA), Mid West University(Nepal), Indiana University(USA)
Brain-Computer Interface Controlled Robot Navigation for Quality Inspection in Industry	Prof. Seema Khamankar, Kunal Naik, Owais Nadaf, Aman Hannure & Mahtab Ali Siddiquee	Ajeenkya DY Patil Journal of Innovation in Engineering & Technology, Pune(India)
Wearable virtual trackpad using sEMG and IMU for Human-Computer Interaction	Kartik S. Prakash, Devendran S. S., Jyothis S., Nandan V. S., Jerin G. Reji & Nissan Kunju	TKM College of Engineering, Kerala(India), APJ Abdul Kalam Technological University, Kerala(India)
Hand Tremor Classification in Operative Dentistry using unsupervised learning on Electromyographic Features	Abhinav Sharma, Rahul Sagwal & Janakarajan Ramkumar	IIT Kanpur(India)
Improved Calibration Time of an EEG-Based BCI for Neurorehabilitation Using Empirical Mode Decomposition and Polyphase Decomposition Preliminary Results	D Vertiz del Valle, A. Quiroga Forero, J. Farabello, M. Arlettaz, L. Schiaffino, C. Carrere, C. Tabernig & R. Acevedo	UNER, Oro Verde(Argentina), UNER, Concepción del Uruguay(Argentina)
Text Neck Syndrome Electromyographic Analysis of Forward Head Posture Induced Cervical Strain	S Saranya, R Rakshana, Shravan Kumar Subbaraman & Sharadha Gopal	SSN College of Engineering, Chennai(India)

2025

Title	Authors	University of authors
EOG-Assist Real-Time EOG-Based Eye Tracking for Assistive Systems	Barath S Narayan, Sreyas Janamanchi, Achintya Harsha, Nitheezkant R, Prashanth Jonna & Madhav Rao	IIIT Bangalore(India)
Patient Biomedical Monitoring-Remote Care System	D Sri Chandana Charudatta, B. Sidharth Reddy, CH. Pavan Sai & S. Srinivas	Vardhaman College of Engineering, Hyderabad(India)
ADHDWare A Software to Detect Attention Deficit Hyperactivity Disorder (ADHD) Using ECG	Medha Wyawahare, Milind Rane, Mansi Chavan, Samruddhi Chavan & Madhura Birajdar	VIT Pune(India)
An EMG-Based Cost-Effective Prosthetic Hand	Rajdeep Saha, Abhijit Biswas, Saradwat Sen & Sayani Dhali	Supreme Knowledge Foundation Group of Institution, West Bengal(India)
Eog Based Virtual Keypad Design for Human Computer Interface	Dhanalakshmi Subramanian, Poongothai Marimuthu, Monisha L, Sathvika I, Shri Harinii K, Ayodeji Olalekan Salau & Sofiya Parveen A	Coimbatore Institute of Technology(India), Afe Babalola University(Nigeria), Saveetha Institute of Medical and Technical Sciences(India)
Analysis of UMASC Design Requirements for Biomedical Applications and Smart Healthcare	Moustafa Nawito & Amani Nawito	International University of Applied Sciences(Germany), Cairo university(Egypt)
Kontho An AI-Driven Smart Glove for Enhanced Sign Language Communication	Dyuti Dasgupta, Soumyajit Datta, Sagnik Pramanik, Rohit Kumar Dey, Jeet Nandigrami & Debaditya Ghosh	Heritage Institute of Technology, Kolkata(India)
ProtoPCB Reclaiming Printed Circuit Board E-waste as Prototyping Material	Jasmine Lu, Sai Rishitha Boddu & Pedro Lopes	University of Chicago(USA)
Assistive Artificial Intelligence in Epilepsy and Its Impact on Epilepsy Care in Low-and Middle-Income Countries	Nabin Koirala, Shishir Raj Adhikari, Mukesh Adhikari, Taruna Yadav, Abdul Rauf Anwar, Dumitru Ciolac, Bibhusan Shrestha, Ishan Adhikari, Bishesh Khanal & Muthuraman Muthuraman	Yale University(USA), University of Connecticut(USA), Nathan Kline Institute for Psychiatric Research(USA), Nepal Applied Mathematics and Informatics Institute for Research(Nepal), University of North Carolina(USA), Paris Brain Institute(France), State University of Medicine and Pharmacy “Nicolae Testemitanu”(Moldova), Kathmandu University Hospital(Nepal), University of Texas(USA), University of Wurzburg(Germany), University of Augsburg(Germany)
An adaptive segmentation scheme based on recurring action potentials for sEMG controlled movement decoding	Nikhil Vivek Shrivas, Anil Sharma & Ila Sharma	Malaviya National Institute of Technology, Jaipur(India), Manipal University Jaipur(India)
Developing a Novel Muscle Fatigue Index for Wireless sEMG Sensors Metrics and Regression Models for Real-Time Monitoring	Dimitrios Miaoulis, Ioannis Stivaros & Stavros Koubias	University of Patras(Greece)
On the Deployment of Edge AI Models for Surface Electromyography-Based Hand Gesture Recognition	Andres Gomez-Bautista, Diego Mendez, Catalina Alvarado-Rojas, Ivan F. Mondragon & Julian D. Colorado	Pontificia Universidad Javeriana(Colombia)
Real-Time Seizure Detection Using Approximate Entropy Analysis Through Electroencephalogram Data	SK Adharsh Kirtan, V. Sumeethra, V. Vadivukkarasi & K. Santhi	Peepal Prodigy Senior Secondary School, Coimbatore(India)
An Electrooculogram-Based Control System Utilizing Multi-directional Eye Movements for ALS Patients	Manikrao Dhore & Gaurav Gaikwad	Vishwakarma Institute of Technology, Pune(India)
EOG-Based Authentication System for Specially Abled Users	Manikrao Dhore & Ankit Gaikwad	Vishwakarma Institute of Technology(India)
Music Recommendation System Based on EEG Signals A Hybrid LSTM-GRU Approach	Varikuti Sai Soumya Reddy & Surekha Paneerselvam	Amrita Vishwa Vidyapeetham, Bengaluru(India)
Hands-Free UAV Control Real-Time Eye Movement Detection Using EOG And LSTM Networks	Niloofar Zendehdel, Khosro Ghorbani Zadeh,Haodong Chen, Yun Seong Song & Ming C. Leu	Missouri University of Science and Technology, Rolla, MO(USA), Children’s Hospital, Seattle, WA(USA)
Understanding Cognitive Expertise through EEG A Comparative Study of Decision-Making Patterns in Professionals and Novices	Sushma C & Saranya T.S	Amity University,Bangalore(India) CMR University Bangalore(India)
VergeIO Depth-Aware Eye Interaction on Glasses	Xiyuxing Zhang, Duc Vu, Chengyi Shen, Yuntao Wang,Yuanchun Shi & Justin Chan	Carnegie Mellon University(Pennsylvania), Tsinghua University(China), Michigan State University(USA), Zhejiang University(China)
A permutation importance and ensemble learning based feature selection approach for muscular intent decoding	Anil Sharma & Ila Sharma	Malaviya National Institute of Technology, Jaipur, Rajasthan(India)
Cyber Physical System with Real-Time Gesture Recognition for ISL Translation	A Afzal Pasha, Mohammed Ali Mohammed Al Sakkaf, Syeeda Aiemen Dania Saleem, N Rakesh, Hema Malini B H & Laxmisagar H S	BMS Institute of Technology and Management, Bengaluru(India)
An Experimental Study on Analysis of Brain Signals using Phase Plane Visualization	Helan Satish, Meghana Chandana & G Sai Praneeth	VNR Vignana Jyothi Institute of Engineering and Technology, Hyderabad(India)
Design and Development of a Low-Cost Prosthetic Arm Towards Enhanced Grip Patterns, Versatility, and Accessibility	Hetav Shah, Dev Shah & Maryam Kaveshgar	Ahmedabad University, Ahmedabad(India)
Wearable Ear-Centric Physiological Sensing With On-Edge Physics-Informed Neural Networks for Negative Mental State Detection	Ngoc-Dau Mai, Yudi April Nando & Wan-Young Chung	Pukyong National University, Busan(South Korea)
Understanding The Impact of AI On the Cognitive Thinking of Students	Nipun Dhawan, Shubhan Bhasin, Apoorva Gupta & Jabez Timothy Khalkho	Amity International School, Noida(India)
Quantum Stress Monitoring Wearable In-Ear EEG Powered by Hybrid Quantum-Classical Convolutional Neural Networks	Ngoc-Dau Mai, Yudi April Nando, Yunli Lee & Wan-Young Chung	Pukyong National University(South Korea), Sunway University(Malaysia)
Developing an IoT-Driven BCI Framework for Real-Time Neural Signal Decoding to Speech Conversion	Prateek Malagund, Misbah Zohar, V Gagan, Neha Achar & Mustafa Basthikodi	Sahyadri College of Engineering and Management, Mangaluru, Karnataka(India)
A causal machine learning approach for investigating learners mental states through electroencephalography (EEG)	Anupama Jawale, Ruta Prabhu & Amiya Kumar Tripathy	Narsee Monjee College of Commerce and Economics, Mumbai(India), Don Bosco Institute of Technology, Mumbai(India)
Single Channel EEG Classification for Motor Task	Joel George, Joel Jose, Lakshmi S. Nair, Sandra Skaria, P Suresh & Y Sheena	Muthoot Institute of Technology and Science, Varikoli, Kerala(India)
Embedded electronic system for remote heart rate monitoring in heart diseases	Jorge A Rodriguez-Hernández, Alejandro Bastida, Karla A Malacara-Hernandez, Ricardo E Carrillo-Gaona, Magdalena Delabra-Salinas, Ernesto Rios-Willars, Francisco G Hernández Rivera	System Faculty / Autonomous University of Coahuila(Mexico), National College of Professional Technical Education(Mexico), Nursing Faculty /Autonomous University of Coahuila(Mexico)
VisionGrip Revolutionizing Motor Functionality in Carpal Tunnel Syndrome and Radial Nerve Palsy Patients Through EOG-Controlled Robotic Claw	G NirmalaPriya, M E Paramasivam, S Prema & B Roopa	Rajalakshmi Institute of Technology, Chennai(India), Sona College of Technology, Salem(India), SRM Institute of Science and Technology, Chennai(India)
IoT-Based Health Monitoring System Using Four in One Electrogram Sensor	Jigme Nidup, Adithya Gattadi & K Naresh	Vellore Institute of Technology, Vellore(India)
Interactive Platform for Hand Motor Rehabilitation Using Electromyography and Optical Tracking	Luz A. Garcia-Villalba, Alma G. Rodríguez-Ramírez, Luis A. Rodríguez-Picón, Luis Carlos Méndez-González & Shaban Mousavi Ghasemlou	Autonomous University of Ciudad Juarez, Chihuahua(Mexico)
EMG-based Hand Gesture Recognition for The Soft Robotic Glove Command	Taufik Syahputra, Ayu Gareta Risangtuni & Suprijanto	Institut Teknologi Bandung(Indonesia), Faculty of Industrial Technology Institut Teknologi Bandung(Indonesia)
EEG Signal Classification of Hand Grasping States as Part of the Development of an Open Device Brain-Computer Interface	Azalea Jedidah Lambe, Suprijanto & Ayu Gareta Risangtuni	Institut Teknologi Bandung(Indonesia)
Evaluating Low-Cost Alternatives in ECG Front-End Systems A Performance Comparison of AD8232 with High-End BIOPAC MP160	Nethshan M. Narasinghe, Collins P. Obeng & Ryan Striker	University of North Dakota, Grand Forks, ND(USA)
Application of Surface Electromyography for Measuring Muscle Fatigue in Gliding Athletes	Ghazi Satriando Humaid Junior, Rengganis Ridwan Heru Santoso, Nia Sri Ramania & Narendra Kurnia Putra	Institut Teknologi Bandung(Indonesia)
CNN-Based EOG Signal Classification for Human Computer Interfaces	S Abhijith, S Athulkrishna, K S Govind, Joel Sunny & Sneha Sreedevi	Muthoot Institute of Technology and Science, Kochi(India)
Short-Term Neurophysiological Changes During Transcendental Meditation A Pilot EEG and ECG-Based Study (PREPRINT)	Sanjeev Kumar Bharadwaj & Dr. Gautam Kumar Choudhury	Independent researcher(India), Transcendental Meditation Instructor, Guwahati(India)
A Non-Invasive, Self-Charging Telemetry System for Rats Real-Time Preprocessing and Compression of Multi-Modal Physiological Data for BLE Transmission (PREPRINT)	Bryan Barbosa, Isaac Wang & Steve A. Garan	University of California, Berkeley(USA)
The Neural Logging of Taste Studying Gustation Via Surface EEG & The Scope of Replicative Rendering	Angel Swastik Duggal, Praveen Kumar Malik, Rajesh Singh & Anita Gehlot	Lovely Professional University, Punjab(India), Uttaranchal University, Dehradun(India)
Transfer-Modal Extraction of Surface EMG Features for Upper Limb Motor Classification	Vedant Mangrulkar & Madhav Rao	International Institute of Information Technology, Bangalore(India)
Real-Time Adaptive EMG Interface Using Low-Cost Hardware A Signal-Processing Framework (PREPRINT)	Jason Law	Western Governors University, Utah(USA)
NeckCheck Predicting Neck Strain using Head Tracker Sensors (PREPRINT)	Bhawana Chhaglani & Alan Seefeldt	University of Massachusetts Amherst(USA), Dolby Laboratories, San Francisco(USA)
ECG-Based Heart Rate Variability and KNN Classification for Early Detection of Baby Blues Syndrome in Postpartum Mothers	Citra Dewi Megawati, Salnan Ratih Asriningtias, Bima Romadhon Parada Dian Palevi & Teo Pei Kian	Universitas Brawijaya(Indonesia), Institut Teknologi Nasional(Indonesia), Southern University College(Malaysia)
Development of a wearable sensor-platform for physiological monitoring during sleep	Carina van der Walt	Stellenbosch University(South Africa)

2024

Title	Authors	University of authors
Classification of obstructive sleep apnea using bio-control feedback EEG biosensor device	Sean Lennon & Srushti Kulkarni	Independent researchers (India)
A Wearable EMG Sensor for Continuous Wrist Neuromuscular Activity Monitoring	Lalita Chilmakuri, Ayush Kumar Mishra, Divyansh Shokeen, Paakhi Gupta, Harmankaur Harjeetsingh Wadhwa, Karan Dhingra & Saloni Verma	University of Cincinnati (USA), University of Ottawa (Canada), Cornell University (USA), Independent researchers (India)
Implementing Eye Movement Tracking for UAV Navigation	Niloofar Zendehdel, Haodong Chen, Yun Seong Song & Ming C. Leu	Missouri University of Science and Technology(USA)
WSe2/chitosan-based wearable multi-functional platform for monitoring electrophysiological signals, pulse rate, respiratory rate, and body movements	Shuvam Mukherjee & Sushmee Badhulika	Indian Institute of Technology Hyderabad(India)
IoT Driven Bioelectrical Signals Detection and Monitoring System	Megha Chakole, Ishwari Ainchwar, Vaishnavi Budhe, Anikeit Babhale, Atharva Katolkar & Sanjay Dorle	Yeshwantrao Chavan College of Engineering, Nagpur(India), G H Raisoni College of Engineering, Nagpur(India)
Shellac-mediated laser-induced reduced graphene oxide film on paper and fabric- exceptional performance in flexible fuel cell, supercapacitor and electrocardiography applications	Pavar Sai Kumar, Vanmathi S, Himanshi Awasthi, Imran Khan, Ritesh Kumar Singh, Vimal Kumar Sharma, Chandrani Pramanik & Sanket Goel	BITS Pilani, Hyderabad(India), Graphene Center Tata Steel Limited, Jharkhand(India)
Blink-induced artifacts in aqueous flare measurements by EOG-based spot fluorometer and their reduction using unsupervised clustering	Sirisha Tadepalli, Roselin Kiruba, Surekha Paneerselvam, Abhilash Ravikumar, Rachapalle Reddi Sudhir, Prema Padmanabhan, Sangly P. Srinivas	Amrita Vishwa Vidyapeetham, Bengaluru(India), SRM University, Chennai(India), Sankara Nethralaya(India), Indiana University (USA)
NeuroSync- Thoughts to Character Conversion Through Deep Learning Ensemble Model	Dr Vijayalaxmi Mekali, Anusha Phaniraj, Kartik Bhatt, Sahithi Bhashyam & Vipul Kant Tripathi	K.S Institute of Technology, Bengaluru(India)
EOG Based Text and Voice Controlled Remote Interpreter for Quadriplegic Patients	Rania A, Fahad Shamim, Sarmad Shams, Murk Saleem & Roz Nisha	Liaquat University of Medical and Health Sciences(Pakistan)
Investigating EMG Fatigue Markers of Biceps Muscle- A Comparative Study Through Mono Fractal and Band Power Analysis	Saurabh Chaudhari, Pallab Das, Uttaran Bhattacharjee, Cheruvu Siva Kumar & Manjunatha Mahadevappa	Indian Institute of Technology Kharagpur(India)
Application of Paper-Based Wearable Electronics (PBWE) for Objective Assessment of Fatigue in Lower Back of Construction Workers	Oluwaseun Olabode, J. Alfredo Ocegueda, Ramses V. Martinez & Behzad Esmaeili	Purdue University(USA)
Comparative Analysis of AD8232 and BioAmp EXG Pill Analog Front-End Devices in ECG Signal Processing	Tanakrit Mamee, Panason Manorost, Chakkapong Chamroon & Kittiya Thunsiri	Chiang Mai University(Thailand)
EOG-based Blink Authentication	B Kaushik, M Vinay Kumar, Sirisha Tadepalli, Ashish Vats & R Bhargav	Amrita Vishwa Vidyapeetham, Bengaluru(India)
CNN factored sEMG based Limb Angle Prediction on the Edge- Advancing Model Predictive Control of Robotic Rehabilitative Systems	Nitheezkant R, Achintya Harsha, Barath S Narayan, Aamod B K, Anshul Madurwar & Prashanth Jonna	IIIT Bangalore(India)
Leveraging FMCW Radar for Eye Blink Detection A Comprehensive Exploration and Evaluation	Xinze Zhang	Hosei University, Tokyo(Japan)
Development of Flexible Electrode-Based SEMG Instrumentation System for Effortful Swallow Evaluation on Suprahyoid Muscles	Rengganis Ridwan Heru Santoso, Damar Rastri Adhika, S Suprijanto & Fathur Rahman	Bandung Institute of Technology(Indonesia), Telkom University(Indonesia)
EEG-Driven Emotional Mapping Using Machine Learning Algorithms	Priya Darshini B, Vytheeswar P, Arunagiri K,Jagath S & Surendhar S	KPR Institute of Engineering and Technology, Coimbatore(India)
Enhancing Quality of Life An AI-Enabled Assistive System Integrating BCI and Transformer Model for Elderly and Disabled Individuals	N.V.S. Sasi Preetham, Vallam Koushik & Surekha Paneerselvam	Amrita Vishwa Vidyapeetham, Bengaluru(India)
Wireless Control of 4 D.O.F. Robotic Arm using EMG Muscle Sensors	Dinesh Patil, Meet Nathwani, Shivanand Nemane, Mohit Patil & Shilpa Sondkar	Vishwakarma Institute of Technology, Pune(India)
An Efficient sEMG Signal Acquisition System for Decoding of Hand Movements	Anil Sharma & Ila Sharma	Malaviya National Institute of Technology, Jaipur(India)
Revolutionizing Neurological Diagnosis Innovations in ErrP for Enhanced Detection	Praseeda B Nair, Godwinraj D, Little Therese Mathew, N Sreedu Krishna & Sheryl Varghese	Amaljyothi College of Engineering, Kottayam(India)
End-to-End Processing-on-Chip Wearable Ear EEG Device with Tiny Neural Network for Multilevel Stress Detection	Ngoc-Dau Mai, Yudi April Nando & Wan-Young Chung	Pukyong National University, Busan(South Korea)
Neural Stress Mapping with Machine Learning from EEG Data	Meenakshi Raghupathy, Sakshi Salunkhe, Shweta Dhende, Kishor Bhangale & Dipali Dhake	Pimpri Chinchwad College of Engineering and Research, Ravet, Pune(India)
MEDIGRAPH – EEG, ECG, EMG & EOG DIAGNOSTICS SYSTEM USING ARDUINO	Manish Gupta, Manoj Kumar Singh, Mohd Faraz, Mohammad Saad, Ibad ur Razzaq & Mohd Zaid Amaan	Moradabad Institute of Technology, Moradabad(India)
BRAIN-COMPUTER INTERFACE FOR MOUSE AUTOMATION	Linu Maria Mathew, Parvathy Anil, Sandra John, Vaishnavi Anilkumar & Sruthi S	MITS, Kerala(India)

2023

Title	Authors	University of authors
EMG Interface for SCI Patients	Alphi Kurian Shajan, Ananthu V, Bageeradhan K H, Jayaraj J & Sruthy Manmadhan	NSS College of Engineering, Kerala(India)
Enhancing Sustainable Development Through Electrooculography Based Computer Control System for Individuals with Mobility Limitations	Pragya Bhalla, Diksha Tiwary, Manasvi Aggarwal, Sakshi Sharma, Monika Kaushik & Megha Agarwal	Bhagwan Parshuram Institute of Technology, GGSIPU, Delhi(India)
A Non-Newtonian liquid metal enabled enhanced electrography	Veronika Timosina, Tim Cole, Hongda Lu, Jian Shu, Xiangbo Zhou, Chengchen Zhang, Jinhong Guo, Omid Kavehei & Shi-Yang Tang	University of Birmingham (UK), University of Wollongong (Australia), University of Science and Technology of China, University of New South Wales (Australia), Chongqing Medical University (China), University of Sydney (Australia)
Sustainable Development through Machine Learning, AI and IoT	Pawan Whig, Nuno Silva, Ahmed A. Elngar, Nagender Aneja & Pavika Sharma	Vivekananda Institute of Professional Studies (India), UnifAI Technology (UK), Beni-Suef University (Egypt), Universiti Brunei Darussalam, Parshuram Institute of Technology (India)
Eye blink detection using electrooculography based on support vector machine	Hassanein R. Mahmood, Mohammed S. Irshayyid, Manaf K. Hussien & Riyadh A. Abedraba	Wasit University(Iraq)
Computing and Monitoring various Biopotential signals using Machine Learning algorithms	Devi P. Sri Vidya, Krishna C.H. Sai, P. Sai Srinivas, S.K. Ashraf & K. Sushith	Gokaraju Rangaraju Institute of Engineering and Technology, Telangana(India)
Using Open Neuroscience to Advance Equity in the Pedagogy and Research Infrastructure in Colleges/Universities still Financially Impacted by COVID-19- The Emergence of a Global Resource Network Aimed at Integrating Neuroscience and Society	Andre Maia Chagas, Turhan Canli, Donya Ziadlou, Paul M. Forlano, Sreyashi Samaddar, Elizabeth Chua, Karen A. Baskerville, Kinning Poon, Lorenz S. Neuwirth	University of Sussex (UK), Stony Brook University (USA), The City University of New York (USA), Lincoln University (USA), SUNY Old Westbury (USA)
Towards FAIR Principles for Open Hardware	Nadica Miljkovic, Ana Trisovic & Limor Peer	University of Belgrade (Serbia), Harvard University (USA), Yale University (USA)

2022

Title	Authors	University of authors
Development of Low-Cost Biosignal Acquisition System for ECG, EMG, and EOG	Hassanein Riyadh Mahmood, Manaf K. Hussein & Riyadh A. Abedraba	Wasit University(Iraq)

Note

Published your own research paper using BioAmp hardware? Send it to us at contact@upsidedownlabs.tech and we will add it to the list!