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Start Over Year 2020 Committee Member Timothy Joseph Kane Keyword machine learning

1. Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications

open_access
Open Access
Author:
Fox, Maxine Rebecca
Title:
Quantization and Adaptivity of Wavelet Scattering Networks for Classification Applications
Graduate Program:
Electrical Engineering
Keywords:
wavelet scattering networks
quantization
machine learning
backpropagation
convolutional neural networks
File:
Download MaxineFox_MS-Thesis.pdf
Committee Members:
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Timothy Joseph Kane, Committee Member
Dr. Raghu G. Raj, Special Signatory
Kultegin Aydin, Program Head/Chair

2. Applied Numerical Methods in Characterizing Optical Nanomaterials and Nanostructures

open_access
Open Access
Author:
Noble, Joshua
Title:
Applied Numerical Methods in Characterizing Optical Nanomaterials and Nanostructures
Graduate Program:
Electrical Engineering
Keywords:
holography
optics
pulse reconstruction
ultrafast
near field
numerical methods
machine learning
nonlinear
nanostructures
2d materials
File:
Download Noble_Dissertation_2020_final.pdf
Committee Members:
Zhiwen Liu, Dissertation Advisor/Co-Advisor
Zhiwen Liu, Committee Chair/Co-Chair
Timothy Joseph Kane, Committee Member
Xingjie Ni, Committee Member
Sri-Rajasekhar Kothapalli, Outside Member
Hans Hallen, Special Member
Kultegin Aydin, Program Head/Chair