Literature DB >> 30271700

Brain-computer interface control in a virtual reality environment and applications for the internet of things.

Christopher G Coogan1, Bin He1,2.   

Abstract

Brain-computer interfaces (BCIs) have enabled individuals to control devices such as spellers, robotic arms, drones, and wheelchairs, but often these BCI applications are restricted to research laboratories. With the advent of virtual reality (VR) systems and the internet of things (IoT) we can couple these technologies to offer real-time control of a user's virtual and physical environment. Likewise, BCI applications are often single-use with user's having no control outside of the restrictions placed upon the applications at the time of creation. Therefore, there is a need to create a tool that allows users the flexibility to create and modularize aspects of BCI applications for control of IoT devices and VR environments. Using a popular video game engine, Unity, and coupling it with BCI2000, we can create diverse applications that give the end-user additional autonomy during the task at hand. We demonstrate the validity of controlling a Unity-based VR environment and several commercial IoT devices via direct neural interfacing processed through BCI2000.

Entities:  

Keywords:  Brain computer interface; inter-net of things; sensorimotor rhythms; unity; virtual reality

Year:  2018        PMID: 30271700      PMCID: PMC6157750          DOI: 10.1109/ACCESS.2018.2809453

Source DB:  PubMed          Journal:  IEEE Access        ISSN: 2169-3536            Impact factor:   3.367


  14 in total

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Authors:  Audrey S Royer; Alexander J Doud; Minn L Rose; Bin He
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4.  Mirror therapy for phantom limb pain.

Authors:  Brenda L Chan; Richard Witt; Alexandra P Charrow; Amanda Magee; Robin Howard; Paul F Pasquina; Kenneth M Heilman; Jack W Tsao
Journal:  N Engl J Med       Date:  2007-11-22       Impact factor: 91.245

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Authors:  Ricardo Ron-Angevin; Antonio Díaz-Estrella
Journal:  Neurosci Lett       Date:  2008-11-05       Impact factor: 3.046

Review 6.  EEG-based brain-computer interfaces: an overview of basic concepts and clinical applications in neurorehabilitation.

Authors:  Sergio Machado; Fernanda Araújo; Flávia Paes; Bruna Velasques; Marlo Cunha; Henning Budde; Luis F Basile; Renato Anghinah; Oscar Arias-Carrión; Mauricio Cagy; Roberto Piedade; Tom A de Graaf; Alexander T Sack; Pedro Ribeiro
Journal:  Rev Neurosci       Date:  2010       Impact factor: 4.353

Review 7.  Brain-computer interfaces using sensorimotor rhythms: current state and future perspectives.

Authors:  Han Yuan; Bin He
Journal:  IEEE Trans Biomed Eng       Date:  2014-05       Impact factor: 4.538

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Journal:  Front Neurosci       Date:  2010-09-07       Impact factor: 4.677

9.  Self-paced (asynchronous) BCI control of a wheelchair in virtual environments: a case study with a tetraplegic.

Authors:  Robert Leeb; Doron Friedman; Gernot R Müller-Putz; Reinhold Scherer; Mel Slater; Gert Pfurtscheller
Journal:  Comput Intell Neurosci       Date:  2007

10.  Noninvasive Electroencephalogram Based Control of a Robotic Arm for Reach and Grasp Tasks.

Authors:  Jianjun Meng; Shuying Zhang; Angeliki Bekyo; Jaron Olsoe; Bryan Baxter; Bin He
Journal:  Sci Rep       Date:  2016-12-14       Impact factor: 4.379

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1.  An adaptive decoder design based on the receding horizon optimization in BMI system.

Authors:  Hongguang Pan; Wenyu Mi; Fan Wen; Weimin Zhong
Journal:  Cogn Neurodyn       Date:  2020-01-07       Impact factor: 5.082

2.  Brain-Computer Interfaces in Neurorecovery and Neurorehabilitation.

Authors:  Michael J Young; David J Lin; Leigh R Hochberg
Journal:  Semin Neurol       Date:  2021-03-19       Impact factor: 3.212

Review 3.  Bacomics: a comprehensive cross area originating in the studies of various brain-apparatus conversations.

Authors:  Dezhong Yao; Yangsong Zhang; Tiejun Liu; Peng Xu; Diankun Gong; Jing Lu; Yang Xia; Cheng Luo; Daqing Guo; Li Dong; Yongxiu Lai; Ke Chen; Jianfu Li
Journal:  Cogn Neurodyn       Date:  2020-03-17       Impact factor: 3.473

Review 4.  Passive Brain-Computer Interfaces for Enhanced Human-Robot Interaction.

Authors:  Maryam Alimardani; Kazuo Hiraki
Journal:  Front Robot AI       Date:  2020-10-02

5.  Novel Hybrid Brain-Computer Interface for Virtual Reality Applications Using Steady-State Visual-Evoked Potential-Based Brain-Computer Interface and Electrooculogram-Based Eye Tracking for Increased Information Transfer Rate.

Authors:  Jisoo Ha; Seonghun Park; Chang-Hwan Im
Journal:  Front Neuroinform       Date:  2022-02-24       Impact factor: 4.081

6.  A Roadmap Towards Standards for Neurally Controlled End Effectors.

Authors:  Andrew Y Paek; Justin A Brantley; Akshay Sujatha Ravindran; Kevin Nathan; Yongtian He; David Eguren; Jesus G Cruz-Garza; Sho Nakagome; Dilranjan S Wickramasuriya; Jiajun Chang; Md Rashed-Al-Mahfuz; Md Rafiul Amin; Nikunj A Bhagat; Jose L Contreras-Vidal
Journal:  IEEE Open J Eng Med Biol       Date:  2021-02-12

7.  Exploring Training Effect in 42 Human Subjects Using a Non-invasive Sensorimotor Rhythm Based Online BCI.

Authors:  Jianjun Meng; Bin He
Journal:  Front Hum Neurosci       Date:  2019-04-17       Impact factor: 3.169

8.  Brain Functional Networks Study of Subacute Stroke Patients With Upper Limb Dysfunction After Comprehensive Rehabilitation Including BCI Training.

Authors:  Qiong Wu; Zan Yue; Yunxiang Ge; Di Ma; Hang Yin; Hongliang Zhao; Gang Liu; Jing Wang; Weibei Dou; Yu Pan
Journal:  Front Neurol       Date:  2020-01-27       Impact factor: 4.003

9.  EEG-Based Multi-Modal Emotion Recognition using Bag of Deep Features: An Optimal Feature Selection Approach.

Authors:  Muhammad Adeel Asghar; Muhammad Jamil Khan; Yasar Amin; Muhammad Rizwan; MuhibUr Rahman; Salman Badnava; Seyed Sajad Mirjavadi
Journal:  Sensors (Basel)       Date:  2019-11-28       Impact factor: 3.576

10.  An Open Source-Based BCI Application for Virtual World Tour and Its Usability Evaluation.

Authors:  Sanghum Woo; Jongmin Lee; Hyunji Kim; Sungwoo Chun; Daehyung Lee; Daeun Gwon; Minkyu Ahn
Journal:  Front Hum Neurosci       Date:  2021-07-19       Impact factor: 3.169

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