Browsing Electronic Theses and Dissertations by Subject "Machine learning"

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FPGA Acceleration on Multilayer Perceptron (MLP) Neural Network for Handwritten Digit Recognition

Westby, Isaac; 0000-0003-3035-905X (2020-05-13)

This dissertation presents a hardware implementation of a Multi-Layer Perceptron (MLP) network used for the purpose of low-latency, high-accuracy digit recognition. The accuracy of various network designs was compared in ...