Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 8 of 8 for “"graphic processing unit (GPU)"”.
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Acceleration of real-time face recognition pipeline on heterogeneous hardware platforms
… To achieve this goal, we leverage an embedded Graphic Processing Unit (GPU) platform as the front end, to perform video capture and face detection. For the back end, we employ a powerful Field-Programming Gate Arrays (FPGA) equipped server, which runs a state-of-the-art deep neural network to …
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Study of Vortex Ring Dynamics in the Nonlinear Schrödinger Equation Utilizing GPU-Accelerated High-Order Compact Numerical Integrators
… implemented into codes which are run on NVIDIA graphic processing unit (GPU) parallel architectures. The codes running on the GPU are shown to be many times faster than their serial counterparts. The codes are developed with future usability in mind, and therefore are written to interface with …
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FPGA-based programmable embedded platform for image processing applications
… and critical infrastructure employs image processing to provide intelligent analysis. They use onboard pre-processing to reduce data bandwidth and memory requirements before sending information to the central system. Field Programmable Gate Arrays (FPGAs) represent a strong platform as they …
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Acceleration of Hardware Testing and Validation Algorithms using Graphics Processing Units
… studies the acceleration of EDA algorithms on Graphics Processing Units (GPUs). This dissertation concentrates on a subset of EDA algorithms related to testing and validation. In particular, within the area of testing, fault simulation, diagnostic simulation and reliability analysis are …
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Generalizing the Utility of Graphics Processing Units in Large-Scale Heterogeneous Computing Systems
… general-purpose processors (i.e., CPUs). The graphic processing unit (GPU) is one such accelerator. Originally designed solely for graphics processing, GPUs have evolved into programmable processors that can deliver massive parallel processing power for general-purpose applications. Using SIMD …
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Studies of turbulent flows in continuous casting of steel with and without magnetic field
… or shorter side. This work forms the part of a graphic processing unit (GPU) based CFD code (CU-FLOW) development for magnetohydrodynamic (MHD) turbulent flows. The DNS results revealed interesting effects of the magnetic field and its orientation on primary, secondary flows (instantaneous and …
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Accelerating lattice scoring of automatic speech recognition through acoustic pre-pruning on GPU
… maintain the advantage of the new algorithm in a GPU implementation. The implementation undergoes 2% to 6% degradation in PER while accelerating the runtime of lattice scoring by 45X to 60X over a traditional CPU implementation.
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Neuromorphic Learning Systems for Supervised and Unsupervised Applications
… implementation of the recall algorithms on the graphic processing unit (GPU) and the Xeon Phi co-processor both obtain substantial speedups over the sequential implementation on general-purpose microprocessor (GPP). The implementation enables real-time service to concurrent data streams with …