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Brain-computer interface technology establishes communication between the brain and a computer, allowing users to control devices, machines, or virtual objects using their thoughts. This study investigates optimal conditions to facilitate learning to operate this interface. It compares two biofeedback methods, which dictate the relationship between brain activity and the movement

Brain-computer interface technology establishes communication between the brain and a computer, allowing users to control devices, machines, or virtual objects using their thoughts. This study investigates optimal conditions to facilitate learning to operate this interface. It compares two biofeedback methods, which dictate the relationship between brain activity and the movement of a virtual ball in a target-hitting task. Preliminary results indicate that a method in which the position of the virtual object directly relates to the amplitude of brain signals is most conducive to success. In addition, this research explores learning in the context of neural signals during training with a BCI task. Specifically, it investigates whether subjects can adapt to parameters of the interface without guidance. This experiment prompts subjects to modulate brain signals spectrally, spatially, and temporally, as well differentially to discriminate between two different targets. However, subjects are not given knowledge regarding these desired changes, nor are they given instruction on how to move the virtual ball. Preliminary analysis of signal trends suggests that some successful participants are able to adapt brain wave activity in certain pre-specified locations and frequency bands over time in order to achieve control. Future studies will further explore these phenomena, and future BCI projects will be advised by these methods, which will give insight into the creation of more intuitive and reliable BCI technology.
ContributorsLancaster, Jenessa Mae (Co-author) / Appavu, Brian (Co-author) / Wahnoun, Remy (Co-author, Committee member) / Helms Tillery, Stephen (Thesis director) / Barrett, The Honors College (Contributor) / Harrington Bioengineering Program (Contributor) / Department of Psychology (Contributor)
Created2014-05
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Description

Student academic performance has far-reaching implications not only on individual students but also the universities and colleges they attend. Student academic performance can affect their time in school as well as their future earning potential, and colleges and universities have a shared interest in the academic performance and retention of

Student academic performance has far-reaching implications not only on individual students but also the universities and colleges they attend. Student academic performance can affect their time in school as well as their future earning potential, and colleges and universities have a shared interest in the academic performance and retention of their students as many state and federal funding opportunities consider these metrics when allocating taxpayer dollars. To assist in the mutual desire for students to succeed, the Calm Connection start-up venture formed with the goal of integrating biofeedback therapy with a student’s unique education needs. For students, one of the largest barriers to effective learning is issues of focus and information retention, and the repeated use of biofeedback therapy trains students to overcome these focus issues and works in conjunction with our app’s study aid and scheduling ability.

ContributorsSchacht, Gregory Philip (Co-author) / Snow, Kylie (Co-author) / Silverman, Marcus (Co-author) / Byrne, Jared (Thesis director) / Sebold, Brent (Committee member) / School of Accountancy (Contributor) / WPC Graduate Programs (Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
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Description

Student academic performance has far-reaching implications not only on individual students but also the universities and colleges they attend. Student academic performance can affect their time in school as well as their future earning potential, and colleges and universities have a shared interest in the academic performance and retention of

Student academic performance has far-reaching implications not only on individual students but also the universities and colleges they attend. Student academic performance can affect their time in school as well as their future earning potential, and colleges and universities have a shared interest in the academic performance and retention of their students as many state and federal funding opportunities consider these metrics when allocating taxpayer dollars. To assist in the mutual desire for students to succeed, the Calm Connection start-up venture formed with the goal of integrating biofeedback therapy with a student’s unique education needs. For students, one of the largest barriers to effective learning is issues of focus and information retention, and the repeated use of biofeedback therapy trains students to overcome these focus issues and works in conjunction with our app’s study aid and scheduling ability.

ContributorsSnow, Kylie Rae (Co-author) / Schacht, Gregory (Co-author) / Silverman, Marcus (Co-author) / Byrne, Jared (Thesis director) / Sebold, Brent (Committee member) / School of Life Sciences (Contributor, Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
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Description

Student academic performance has far-reaching implications, such as lifetime earnings potential, that are beyond the immediate impact it may have on any individual student (Bureau of Labor Statistics [BLS], 2019). Colleges and universities also have a shared interest in the retention of their students as a poor reputation can depress

Student academic performance has far-reaching implications, such as lifetime earnings potential, that are beyond the immediate impact it may have on any individual student (Bureau of Labor Statistics [BLS], 2019). Colleges and universities also have a shared interest in the retention of their students as a poor reputation can depress enrollment and tarnish their brand. Public institutions have an especially large incentive for student success as many state and federal funding opportunities consider student retention and performance when allocating taxpayer dollars (Li, 2018). To assist in the mutual desire for students to succeed, the Calm Connection start-up venture formed with the goal of seamlessly integrating biofeedback therapy with a student’s unique education needs. Forming the foundation of the resulting Calm Connection app is software patented by NASA which allows for the collection and manipulation of biofeedback monitoring data on mobile devices with distinguishing features such as geolocation. For students, one of the largest barriers to effective learning is issues of focus and information retention, whether due to problems at home, conditions such as ADHD, or the high prevalence of test anxiety among students (Committee on Psychosocial Aspects of Child and Family Health et al., 2012). The repeated use of biofeedback therapy trains students to overcome these focus issues and works in conjunction with our app’s study aid and scheduling ability (Henriques et al., 2011). Among those surveyed and participants in follow-up focus groups, the Calm Connection app and its use of biofeedback monitoring has generated much interest and documented traction.

ContributorsSilverman, Marcus Samuel (Co-author) / Snow, Kylie (Co-author) / Schacht, Gregory (Co-author) / Byrne, Jared (Thesis director) / Sebold, Brent (Committee member) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
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Description

This thesis project is part of the W.P. Carey Founders Lab, a collaborative entrepreneurship track that gives students the opportunity to create a start-up business based on a list of given problems or technologies. The technology selected utilized a piece of NASA technology (U.S. patent application 20200193857) that combines mixed,

This thesis project is part of the W.P. Carey Founders Lab, a collaborative entrepreneurship track that gives students the opportunity to create a start-up business based on a list of given problems or technologies. The technology selected utilized a piece of NASA technology (U.S. patent application 20200193857) that combines mixed, virtual, and augmented reality (MR, VR, and AR) with biofeedback metrics to help athletes get in the zone. The goal is to use the technology during practice so athletes can be better prepared to combat performance anxiety during high-pressure situations. The NASA patent states that if the user’s brain activity, sweat, or heartbeat indicate that they are stressed while completing the activity, the device will make it more difficult for the athlete to complete their task. ITZ’s device increases the difficulty of hitting a target with a ball by obscuring the vision with augmented reality graphics. The visual obstacles will subside if the user’s brain activity metrics indicate that they have become more calm or focused. Due to circumstances outside of the team's control, a prototype was unable to be obtained, and the idea was based on the patent and supporting documentation provided after a meeting with NASA.

ContributorsMaro, Kathleen (Author) / Garza, Nichelle (Co-author) / Turcheck, Abigail (Co-author) / Wang, Qike (Co-author) / Byrne, Jared (Thesis director) / Satpathy, Asish (Committee member) / Barrett, The Honors College (Contributor) / School of Sustainability (Contributor) / School of Molecular Sciences (Contributor) / School of Social Transformation (Contributor)
Created2022-05
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Description

This thesis project is part of the W.P. Carey Founders Lab, a collaborative entrepreneurship track that gives students the opportunity to create a start-up business based on a list of given problems or technologies. The technology selected utilized a piece of NASA technology (U.S. patent application 20200193857) that combines mixed,

This thesis project is part of the W.P. Carey Founders Lab, a collaborative entrepreneurship track that gives students the opportunity to create a start-up business based on a list of given problems or technologies. The technology selected utilized a piece of NASA technology (U.S. patent application 20200193857) that combines mixed, virtual, and augmented reality (MR, VR, and AR) with biofeedback metrics to help athletes get in the zone. The goal is to use the technology during practice so athletes can be better prepared to combat performance anxiety during high-pressure situations. The NASA patent states that if the user’s brain activity, sweat, or heartbeat indicate that they are stressed while completing the activity, the device will make it more difficult for the athlete to complete their task. ITZ’s device increases the difficulty of hitting a target with a ball by obscuring the vision with augmented reality graphics. The visual obstacles will subside if the user’s brain activity metrics indicate that they have become more calm or focused. Due to circumstances outside of the team's control, a prototype was unable to be obtained, and the idea was based on the patent and supporting documentation provided after a meeting with NASA.

ContributorsTurcheck, Abigail (Author) / Maro, Kathleen (Co-author) / Garza, Nichelle (Co-author) / Wang, Qike (Co-author) / Byrne, Jared (Thesis director) / Satpathy, Asish (Committee member) / Barrett, The Honors College (Contributor) / Harrington Bioengineering Program (Contributor)
Created2022-05