diff --git a/experiments/index.rst b/experiments/index.rst deleted file mode 100644 index 241c441c..00000000 --- a/experiments/index.rst +++ /dev/null @@ -1,9 +0,0 @@ -.. _upsidedownlabs-experiments: - -Experiments -############# - -.. toctree:: - :hidden: - :maxdepth: 1 - :caption: BioAmp Experiments \ No newline at end of file diff --git a/index.rst b/index.rst index db0c6c90..de353e8f 100644 --- a/index.rst +++ b/index.rst @@ -127,9 +127,9 @@ that you can use with our hardware. .. toctree:: :hidden: :maxdepth: 1 - :caption: Experiments + :caption: Research - experiments/index + research/index .. toctree:: :hidden: @@ -150,4 +150,12 @@ that you can use with our hardware. :maxdepth: 1 :caption: Courses - courses/index \ No newline at end of file + courses/index + +.. toctree:: + :hidden: + :maxdepth: 1 + :caption: FAQs + + faq/index + \ No newline at end of file diff --git a/research/experiments/index.rst b/research/experiments/index.rst new file mode 100644 index 00000000..0329a602 --- /dev/null +++ b/research/experiments/index.rst @@ -0,0 +1,8 @@ +.. _experiments: + +Experiments done so far +######################## + +:bdg-danger:`Work in progress` + +.. todo:: Here we will add categories for different projects based on the targeted area for recording biopotential signals. \ No newline at end of file diff --git a/research/index.rst b/research/index.rst new file mode 100644 index 00000000..d810f057 --- /dev/null +++ b/research/index.rst @@ -0,0 +1,36 @@ +.. _upsidedownlabs-research: + +Research +############# + +This section features a collection of HCI (Human-Computer Interaction) and BCI (Brain-Computer Interface) experiments conducted by students, researchers, and hobbyists worldwide using BioAmp hardware. Many of these projects have also led to the publication of research papers across various HCI/BCI domains. + +.. only:: html + + .. grid:: 2 2 2 2 + :margin: 4 4 0 0 + :gutter: 2 + + .. grid-item-card:: HCI/BCI Experiments + :text-align: center + :link: experiments + :link-type: ref + + .. grid-item-card:: Research papers published + :text-align: center + :link: research-papers + :link-type: ref + +.. toctree:: + :hidden: + :maxdepth: 1 + :caption: Research Experiments + + experiments/index + +.. toctree:: + :hidden: + :maxdepth: 1 + :caption: Research Papers + + research-papers/index \ No newline at end of file diff --git a/research/research-papers/index.rst b/research/research-papers/index.rst new file mode 100644 index 00000000..2de038b9 --- /dev/null +++ b/research/research-papers/index.rst @@ -0,0 +1,99 @@ +.. _research-papers: + +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. + +.. tab-set:: + + .. tab-item:: 2024 + + .. _Classification of obstructive sleep apnea using bio-control feedback EEG biosensor device: https://doi.org/10.60087/jklst.v3.n4.p247 + .. _A Wearable EMG Sensor for Continuous Wrist Neuromuscular Activity Monitoring: https://doi.org/10.60087/jklst.v3.n4.p148 + .. _Implementing Eye Movement Tracking for UAV Navigation: https://doi.org/10.1115/ISFA2024-140778 + .. _WSe2/chitosan-based wearable multi-functional platform for monitoring electrophysiological signals, pulse rate, respiratory rate, and body movements: https://doi.org/10.1007/s00604-024-06595-8 + .. _IoT Driven Bioelectrical Signals Detection and Monitoring System: https://ieeexplore.ieee.org/document/10585066 + .. _Shellac-mediated laser-induced reduced graphene oxide film on paper and fabric- exceptional performance in flexible fuel cell, supercapacitor and electrocardiography applications: https://pubs.rsc.org/en/content/articlehtml/2024/ma/d4ma00151f + .. _Blink-induced artifacts in aqueous flare measurements by EOG-based spot fluorometer and their reduction using unsupervised clustering: https://doi.org/10.1016/j.bspc.2024.106486 + .. _NeuroSync- Thoughts to Character Conversion Through Deep Learning Ensemble Model: https://doi.org/10.17148/IARJSET.2024.11439 + .. _EOG Based Text and Voice Controlled Remote Interpreter for Quadriplegic Patients: https://doi.org/10.21015/vtse.v12i1.1593 + .. _Investigating EMG Fatigue Markers of Biceps Muscle- A Comparative Study Through Mono Fractal and Band Power Analysis: https://ieeexplore.ieee.org/document/10468364 + .. _Application of Paper-Based Wearable Electronics (PBWE) for Objective Assessment of Fatigue in Lower Back of Construction Workers: https://doi.org/10.1061/9780784485293.083 + .. _Comparative Analysis of AD8232 and BioAmp EXG Pill Analog Front-End Devices in ECG Signal Processing: https://ieeexplore.ieee.org/document/10420266 + .. _EOG-based Blink Authentication: https://ieeexplore.ieee.org/abstract/document/10420107 + + +---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ + | Title | Authors | University of authors | + +=======================================================================================================================================================================================+=============================================================================================================================================+==========================================================================================================================================================================+ + | `Classification of obstructive sleep apnea using bio-control feedback EEG biosensor device`_ | Sean Lennon, Srushti Kulkarni | Independent researchers | + +---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ + | `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), Independant researchers from 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, 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 Campus, India), Graphene Center Tata Steel Limited (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 School of Engineering (India), SRM University (Chennai, India), Department of Cornea and Refractive Surgery (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, 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 School of Engineering, India | + +---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ + + + .. tab-item:: 2023 + + .. _EMG Interface for SCI Patients: https://ieeexplore.ieee.org/document/10308150 + .. _Enhancing Sustainable Development Through Electrooculography Based Computer Control System for Individuals with Mobility Limitations: https://doi.org/10.1007/978-3-031-47055-4_27 + .. _A Non-Newtonian liquid metal enabled enhanced electrography: https://doi.org/10.1016/j.bios.2023.115414 + .. _Sustainable Development through Machine Learning, AI and IoT: https://doi.org/10.1007/978-3-031-47055-4 + .. _Eye blink detection using electrooculography based on support vector machine: https://doi.org/10.1063/5.0149403 + .. _Computing and Monitoring various Biopotential signals using Machine Learning algorithms: https://doi.org/10.1051/e3sconf/202339101106 + .. _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: https://ncbi.nlm.nih.gov/pmc/articles/PMC10426815/ + .. _Towards FAIR Principles for Open Hardware: https://doi.org/10.5281/zenodo.5524414 + + +----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ + | 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, 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, 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 | University of Wasit, 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, 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 (United Kingdom), 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) | + +----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+------------------------------------------------------------------------------------------------------------------------------------------------------------+---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+ + + .. tab-item:: 2022 + + .. _Development of Low-Cost Biosignal Acquisition System for ECG, EMG, and EOG: https://doi.org/10.31185/ejuow.Vol10.Iss3.352 + + +-------------------------------------------------------------------------------+----------------------------------------------------------------+---------------------------+ + | 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 | University of Wasit, 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! \ No newline at end of file