Navegação TCC Engenharias por Autor "Rech, Paolo"
Resultados 1-3 de 3
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Detecting errors in convolutional neural networks using inter frame spatio-temporal correlation
Draghetti, Lucas Klein (2019) [Trabalho de conclusão de graduação]Object detection, a critical feature for autonomous vehicles, is performed today using Convolutional Neural Networks (CNNs). Errors in a CNN execution can modify the way the vehicle sense the surrounding environment, ... -
A performance, energy consumption and reliability evaluation of workload distribution on heterogeneous devices
Dávila, Gabriel Piscoya (2019) [Trabalho de conclusão de graduação]The constant need of higher performances and reduced power consumption has lead vendors to design heterogeneous devices that embed traditional Central Process Unit (CPU) and an accelerator, like a Graphics Processing Unit ... -
Reliability analysis of neural networks in heterogeneous systems
Libano, Fabiano Pereira (2017) [Trabalho de conclusão de graduação]Neste trabalho é realizada uma avaliação experimental e analítica de duas redes neurais do estado-da-arte, para regressão linear e reconhecimento de padrões (Multi-Layer Perceptron e Single-Layer Perceptron) implementadas ...