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 4 of 4 for “"neural network accuracy"”.
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Effects of Hardware Design Choices on Neural Network Accuracy in Analog Inference Accelerators
… enable energy-efficient and high-throughput deep neural network (DNN) computations by computing in memory. Unfortunately, device and circuit nonidealities in these accelerators, such as noise and quantization, can also lead to low DNN inference accuracy due to computation errors arising from these …
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Improving Neural Network Classification Training
… a new set of general methods for improving neural network accuracy on classification tasks, grouped under the label of classification-based methods. The central theme of these approaches is to provide problem representations and error functions that more directly improve classification …
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Operating System Identification by IPv6 Communication using Machine Learning Ensembles
… on IPv4 than IPv6. We introduce a collaborative neural network ensemble that uses a unique voting system and a random forest ensemble to deliver accurate predictions. This approach uses IPv6 features as well as packet metadata features for OS identification. Our experiment shows that our approach …
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Automatizované testování a vyhodnocování modelů hlubokých neuronových sítí na vestavěných platformách
Táto magisterská práca sa zameriava na automatizované testovanie modelov hlbokých neurónových sietí na vstavaných platformách. Teoretická časť práce skúma populárne úložiská modelov umelej inteligencie a nástroje na získavanie modelov z takýchto úložísk. Teoretický základ práce taktiež zahŕňa …