Browsing by Subject "FPGA"
Now showing items 1-20 of 25
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(2019-11-26)In recent years, the emerging of new machine learning algorithms and the fast development of available hardware allow people to perform complex recognition and generation tasks of images, natural languages and speaking ...
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Cloud compute is an opportunity that has been in the public consciousness for some time now, however more recently we have tried to introduce FPGA’s into cloud-based systems. This offers the advantage of parallelizing a ...
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(2020-04-20)This paper proposes a new computer architecture that is designed to be specifically lean and secure. Due to recent advances in network speeds which allow users to pull data from the internet just as fast as from local hard ...
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(2013-10-23)Pattern matching is at the core of many computational problems, e.g., search engine, data mining, network security and information retrieval. In this dissertation, we target at the more complex patterns of regular expression ...
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(2011-10-21)The heterogenous nature and the demand for extensive parallel processing in modern applications have resulted in widespread use of Multicore System-on-Chip (SoC) architectures. The emerging Network-on-Chip (NoC) architecture ...
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In light of the recent major upgrades to the Large Hadron Collider (LHC) at CERN in the second long shutdown, the intense experimentation of Run 3 will follow in the coming years. At an energy level of approximately 13.6 ...
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(2019-04-04)Atherosclerosis is the leading cause of morbidity and mortality in the United States. It is a systemic and progressive disease process where the arterial wall thickens through inflammation, oxidative stress, and dyslipidemia. ...
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The research project I am proposing is an extension of a previous Texas A&M Senior Design Project completed in the spring of 2019 by four students. Their project was to develop protocols on FPGA through the use of PCIe. ...
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(2019-05-24)Today’s optical transport networks (OTNs) support a plethora of services such as video streaming, cloud computing, social networking and many more. To make such a wide assortment of services possible, a tremendous amount ...
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(Texas A&M University, 2007-09-17)In this thesis we propose to realize the performance benefits of applicationspecific hardware optimizations in a general-purpose, multi-user system environment using a dynamically extensible ...
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Random forest algorithm has been used broadly in both the research field and in the industry due to its ability to tackle both categorical and numerical dataset. FPGAs also have the highest growing potential and can be ...
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(2021-08-30)Currently, many researchers in MRI are focused on creating low-cost MR setups using off-the-shelf components that are comparable in performance to existing MR systems. A problem these setups face is phase instability due ...
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(2018-07-16)Support Vector Machines are a class of machine learning algorithms with applications ranging from classification to regression and categorization. With the exponential increase in edge computing devices, there is a growing ...
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(2016-08-02)Machine learning algorithms allow us to reason about and analyze large amounts of data. The support vector machine (SVM) is one popular learning algorithm, which has been applied to a broad range of applications. To this ...
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(2010-07-14)With the advances in very large scale integration (VLSI) technology, hardware is going parallel. Software, which was traditionally designed to execute on single core microprocessors, now faces the tough challenge of taking ...
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(2021-05-04)To realize the full potential of autonomous navigation, computing at the edge of network infrastructure is critical in reducing response times. In navigation systems, high-performance computing resources are often necessary ...
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(2023-08-04)Cyber-Physical Systems pose unique cybersecurity challenges because of their strict operating constraints, complex interactions, and heterogeneous nature. However, the tight integration of cyber-physical systems and critical ...
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The increasing need for smaller and more efficient DC to DC regulators has motivated researches to look for alternate methods for designs. As electronic designs become smaller on size, the challenge of reducing design’s ...
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LIDAR – essentially laser radar – is a key technology in the emerging field of autonomous vehicles. It allows the vehicle to detect any obstacles around it and calculate its distance from them, which allows it to build a ...
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(2015-05-12)FPGAs show great promise in accelerating compute-bound parallelizable applications by offloading kernels into programmable logic. However, currently FPGAs present significant hurdles in being a viable technology, due to ...