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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

Author:

Cherukuri, Venkateswara Rao

Title:

Domain Enriched Learning for Brain Image Analysis

Graduate Program:

Electrical Engineering

Keywords:

Brain Imaging
MRI
CT
Machine Learning
Deep Learning
Priors

File:

Download venkat_thesis.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
Vijaykrishnan Narayanan, Committee Member
Nanyin Zhang, Committee Member
Jesse Louis Barlow, Outside Member
Steven Schiff, Dissertation Advisor/Co-Advisor
Steven Schiff, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Author:

Al Hujaili, Khaled

Title:

Non-convex optimization techniques for radar waveform design under practical constraints

Graduate Program:

Electrical Engineering

Keywords:

MIMO radar
wideband beampattern
waveform design
constant modulus
complex circle manifold
manifolds
cognitive radar
PDR
Ambiguity function
QGD
Spectral Constraint

File:

Download Khaled_Dissertation.pdf

Committee Members:

Vishal Monga, Dissertation Advisor/Co-Advisor
Vishal Monga, Committee Chair/Co-Chair
John F Doherty, Committee Member
Julio Urbina, Committee Member
Hosam Fathy, Outside Member
Kultegin Aydin, Program Head/Chair

Author:

Mahapatra, Kaveri

Title:

Data Anomaly Detection and Correction in PMU Measurements for Wide-Area Monitoring Applications

Graduate Program:

Electrical Engineering

Keywords:

Synchrophasor
PMU
Wide Area Monitoring
Cyberphysical Security
Oscillation Monitoring
Event Detection
Disturbance Detection
Disturbance Classification
Wide area control
Damping Control
Neuromorphic Computing
Spiking Neural Network
Anomaly Detection
Corruption Detection
Event Classification
Data Anomaly

File:

Download Kaveri-Dissertation_Final1.pdf

Committee Members:

Nilanjan Ray Chaudhuri, Dissertation Advisor/Co-Advisor
Nilanjan Ray Chaudhuri, Committee Chair/Co-Chair
Minghui Zhu, Committee Member
Mehdi Kiani, Committee Member
James Freihaut, Outside Member
Kultegin Aydin, Program Head/Chair

Author:

Ali, Ramy

Title:

Harnessing Data Correlation and Network Information in Distributed Key-Value Stores

Graduate Program:

Electrical Engineering

Keywords:

Erasure-coded key-value stores
strong consistency
eventual consistency
probabilistic consistency
multi-version coding
data correlation
geo-distributed

File:

Download Ramy-Dissertation.pdf

Committee Members:

Viveck Ramesh Cadambe, Dissertation Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Chair/Co-Chair
David Jonathan Miller, Committee Member
Jing Yang, Committee Member
Jan S Reimann, Outside Member
Kultegin Aydin, Program Head/Chair
Bhuvan Urgaonkar, Committee Member

Author:

Rangachar Srinivasa, Srivatsa

Title:

MONOLITHIC-3D (M3D) INTEGRATION BASED ROBUST IN-MEMORY COMPUTING SYSTEMS

Graduate Program:

Electrical Engineering

Keywords:

SRAM
Monolithic 3D integration
in-memory computing
memory design

File:

Download Thesis_draft_18.pdf

Committee Members:

Vijaykrishnan Narayanan, Dissertation Advisor/Co-Advisor
Swaroop Ghosh, Committee Chair/Co-Chair
John Morgan Sampson, Committee Member
Abhronil Sengupta, Committee Member
Saptarshi Das, Outside Member
Vijaykrishnan Narayanan, Committee Chair/Co-Chair
Kultegin Aydin, Program Head/Chair

Author:

Fahim, Mohammad

Title:

Polynomial Approaches for Network Coding and Fault-Tolerant Distributed Computing

Graduate Program:

Electrical Engineering

Keywords:

network coding
information theory
distributed computing
two-unicast-Z networks
numerical stability
polynomially coded computing
fault tolerance

File:

Download FahimDissertation.pdf

Committee Members:

Viveck Ramesh Cadambe, Dissertation Advisor/Co-Advisor
Viveck Ramesh Cadambe, Committee Chair/Co-Chair
Aylin Yener, Committee Member
Jesse Louis Barlow, Committee Member
Kirsten Eisentraeger, Outside Member
Kultegin Aydin, Program Head/Chair
Jing Yang, Committee Member

Author:

Sadeghi Gougheri, Hesam

Title:

high-performance integrated circuits for ultrasound neuromodulation and power management of medical implants

Graduate Program:

Electrical Engineering

Keywords:

ultrasound neuromodulation
inductive power transmission
power management

File:

Download Hesam_Final_Report.pdf

Committee Members:

Mehdi Kiani, Dissertation Advisor/Co-Advisor
Mehdi Kiani, Committee Chair/Co-Chair
Ram Mohan Narayanan, Committee Member
Seyedehaida Ebrahimi, Committee Member
Bruce Gluckman, Outside Member
Kultegin Aydin, Program Head/Chair

Author:

Nepali, Min

Title:

Use of Wavelets and Fuzzy Sets for the Detection of Complex Features in Sensor Data

Graduate Program:

Electrical Engineering

Keywords:

ANFIS
SCR Dynamics
Genetic Algorithm

File:

Download Final_Thesis_Report.pdf

Committee Members:

Aldo W Morales, Thesis Advisor/Co-Advisor
Sedig Salem Agili, Thesis Advisor/Co-Advisor
Robert Anthony Gray, Thesis Advisor/Co-Advisor
Scott Van Tonningen, Program Head/Chair

Author:

Leng, Shiyang

Title:

Energy Cooperation and Information Freshness in Wireless Networks

Graduate Program:

Electrical Engineering

Keywords:

wireless communications
energy harvesting
wireless energy transfer
information freshness
age of information
game theory
Stackelberg game
machine learning
deep reinforcement learning
stochastic geometry
dynamic programming

File:

Download ShiyangLengDissertationFinal.pdf

Committee Members:

Aylin Yener, Dissertation Advisor/Co-Advisor
Aylin Yener, Committee Chair/Co-Chair
Thomas F La Porta, Committee Member
Viveck Ramesh Cadambe, Committee Member
Vinayak V Shanbhag, Outside Member
Ludmil Tomov Zikatanov, Outside Member
Kultegin Aydin, Program Head/Chair