Browsing Electronic Theses and Dissertations by Author "Reed, April"

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Exploiting Area-Speed-Power Tradeoff of FPGA Designs on Multilayer Perceptron (MLP) Neural Network

Reed, April; 0000-0002-9456-8611 (2020-12-21)

This dissertation presents four Field Programmable Gate Array (FPGA) design architectures for handwritten digit recognition, in order to improve hardware efficiency in terms of resources, power, and speed of the neuromorphic ...