Browsing Electronic Theses and Dissertations by Department "Electrical and Computer Engineering"
Now showing items 1-10 of 10
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(2024-06-17)Department: Electrical and Computer EngineeringAs the revolutionary advancement in computational power has facilitated the direct manipulation of vast amounts of data, researchers have explored many algorithms capable of discerning the intrinsic patterns within this ...
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(2024-07-12)Department: Electrical and Computer EngineeringLeveraging deep learning models at the edge is becoming increasingly more prevalent due to their performance as well as security, privacy, or environmental concerns. These models can be used for applications ranging from ...
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(2024-05-22)Department: Electrical and Computer EngineeringAs microelectronic devices have become more integrated and compact over time, ensuring their reliability has become a critical challenge. This dissertation investigates the bias instability, radiation effects, and low-frequency ...
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(2024-07-08)Department: Electrical and Computer EngineeringFunctional Magnetic Resonance Imaging (fMRI) is a powerful technology for studying human brain activity in both healthy individuals and in patient populations. To most effectively use fMRI for neuroscience or healthcare, ...
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(2024-06-03)Department: Electrical and Computer EngineeringIn this dissertation, I develop deep learning methods for robust medical image segmentation, transitioning from data-driven to data-centric approaches. This shift highlights the critical importance of data quality in ...
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(2024-05-09)Department: Electrical and Computer EngineeringIn this dissertation, a novel collaborative augmented reality (AR) based framework was developed that will allow two users who are geographically separated to have naturalistic interactions with each other and their ...
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(2024-03-11)Department: Electrical and Computer EngineeringWhite matter signals in resting state blood oxygen level dependent functional magnetic resonance (BOLD-fMRI) have been largely discounted, yet there is growing evidence that there are intrinsic low-frequency signals which ...
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(2024-07-09)Department: Electrical and Computer EngineeringWide-bandgap semiconductors are of great interest as a solution to meet the increasingly demanding requirements of power electronics. However, commercialization is challenged by the presence of extended defects. Many ...
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(2024-03-21)Department: Electrical and Computer EngineeringThe reliability of microelectronics in harsh environments is a vital yet difficult metric for engineers to quantify. While radiation-hardened parts may satisfy reliability requirements within space environments, other ...
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(2024-03-22)Department: Electrical and Computer EngineeringThe advancement of Deep Neural Network (DNN) technologies and their verification methodologies has not fully extended to the realm of time-series neural network (NN) applications, a domain integral to safety-critical ...