Date of Award

Fall 2017

Document Type

Thesis

Degree Name

Master of Science in Computer Science - (M.S.)

Department

Computer Science

First Advisor

Zhi Wei

Second Advisor

Usman W. Roshan

Third Advisor

Hai Nhat Phan

Abstract

Deep neural networks have been successful in many areas, some of them even surpass human performances. The goal of this thesis is using data simulations to present different characteristics of three deep neural networks: fully connected deep neural net

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