Essays about: "GPU-acceleration"
Showing result 1 - 5 of 15 essays containing the word GPU-acceleration.
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1. Optimizing Quantum Computer Simulations With Data Compression & GPU Acceleration
University essay from Göteborgs universitet/Institutionen för data- och informationsteknikAbstract : Simulating quantum computers involves high memory usage and often long execution times. For that reason the purpose of this project was to analyze whether data compression and GPU acceleration can be used to run simulations with more qubits than previously allowed. READ MORE
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2. Parallelization of boolean operations for CAD Software using WebGPU
University essay from Linköpings universitet/Institutionen för datavetenskapAbstract : This project is about finding ways to improve performance of a Computer-Aided-Design (CAD) application running in the web browser. With the new Web API WebGPU, it is now possible to use the GPU to accelerate calculations for CAD applications in the web. READ MORE
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3. Capturing genes with high impact based on reconstruction errors produced by variational autoencoders
University essay from Högskolan i Skövde/Institutionen för biovetenskapAbstract : In this work we present a novel method to extract potential hub genes, transcription factors and regions with densely interconnected protein-protein-interaction networks from RNAseq data. To achieve this we deploy variational autoencoders, a generative machine learning framework, and extract the gene-wise reconstruction errors. READ MORE
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4. Deep Reinforcement Learning and Simulation for the Optimization of Production Systems
University essay from Uppsala universitet/Institutionen för informationsteknologiAbstract : The main objective of this master thesis project is to use the deep reinforcement learning (DRL) and simulation method for optimization of production systems. In this project, the Deep Q-learning Networks (DQN) algorithm is first used to optimize seven decision variables in Averill Law’s production system to find the best profit, with 99. READ MORE
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5. Autonomous Patient Monitoring in the Intermediate Care Unit by Live Video Analysis
University essay from KTH/Skolan för kemi, bioteknologi och hälsa (CBH)Abstract : Patients admitted to intermediate care units require frequent monitoring by hospital personnel. An automatisation of this monitoring would save a considerable amount of resources and could also improve the quality of the treatment. READ MORE