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Start Over Year 2020 Committee Member Kultegin Aydin

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. Domain Enriched Learning for Brain Image Analysis

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

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

open_access
Open Access
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

7. Polynomial Approaches for Network Coding and Fault-Tolerant Distributed Computing

open_access
Open Access
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

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

open_access
Open Access
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

9. Energy Cooperation and Information Freshness in Wireless Networks

open_access
Open Access
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

11. Controlling light with spatially and temporally phase-modulated metasurfaces

open_access
Open Access
Author:
Guo, Xuexue
Title:
Controlling light with spatially and temporally phase-modulated metasurfaces
Graduate Program:
Electrical Engineering
Keywords:
Metasurfaces
Temporal modulation
Nonreciprocity
Parametric resonance
integrated metasurfaces
File:
Download Dissertation_xxg115_VFinal_correction.pdf
Committee Members:
Xingjie Ni, Dissertation Advisor/Co-Advisor
Xingjie Ni, Committee Chair/Co-Chair
Zhiwen Liu, Committee Member
Noel Christopher Giebink, Committee Member
Christine Dolan Keating, Outside Member
Kultegin Aydin, Program Head/Chair

13. Development and Characterization of Flexible Electrochemical Biosensors using Printable 2-D and 3-D Graphene Structures

open_access
Open Access
Author:
Muralidharan, Ritvik
Title:
Development and Characterization of Flexible Electrochemical Biosensors using Printable 2-D and 3-D Graphene Structures
Graduate Program:
Electrical Engineering
Keywords:
flexible biosensor
electrochemical biosensors
printable biosensors
graphene
antibiotic susceptibility testing
laser induced graphene
graphene-ink
dopamine
point-of-care diagnostics
lab-on-chip sensors
cyclic voltammetry
File:
Download MS_Thesis_Ritvik-Muralidharan_2020.pdf
Committee Members:
Seyedehaida Ebrahimi, Thesis Advisor/Co-Advisor
Morteza Kayyalha, Committee Member
Kultegin Aydin, Program Head/Chair

14. machine learning-enhanced dynamic laser speckle imaging for rapid antimicrobial susceptibility testing

open_access
Open Access
Author:
Zhou, Keren
Title:
machine learning-enhanced dynamic laser speckle imaging for rapid antimicrobial susceptibility testing
Graduate Program:
Electrical Engineering
Keywords:
Antibacterial susceptibility testing
phenotype
bacteria
laser speckle imaging
machine learning
File:
Download Ms_kz_v3.pdf
Committee Members:
Seyedehaida Ebrahimi, Thesis Advisor/Co-Advisor
Zhiwen Liu, Committee Member
Kultegin Aydin, Program Head/Chair

16. Nonlinear Yaw Control of a Compound Helicopter

open_access
Open Access
Author:
Iyer, Venkatakrishnan
Title:
Nonlinear Yaw Control of a Compound Helicopter
Graduate Program:
Electrical Engineering
Keywords:
Dynamic Inversion
Helicopter Modeling
Automatic Flight Control System
Adaptive Control
Vectored Thrust Ducted propeller
Compound Helicopter
Pseudo Control Hedging
Feedback Linearization Using Neural Networks
Neural Networks
Feedback Linearization
File:
Download Nonlinear_Yaw_Control_of_a_Compound_Helicopter.pdf
Committee Members:
Minghui Zhu, Thesis Advisor/Co-Advisor
Constantino Manuel Lagoa, Committee Member
Eric Norman Johnson, Thesis Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair

17. An Information Elasticity Framework For Constant False Alarm Rate Detection

open_access
Open Access
Author:
Liu, Andrew
Title:
An Information Elasticity Framework For Constant False Alarm Rate Detection
Graduate Program:
Electrical Engineering
Keywords:
Information Elasticity
Constant False Alarm Rate
Radar Detection Theory
Space Time Adaptive Processing
Multi Objective Optimization
Information Overload
Information Value
File:
Download Andrew_Liu_Masters_Thesis_Final.pdf
Committee Members:
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Timothy Joseph Kane, Committee Member
Muralidhar Rangaswamy, Special Signatory
Kultegin Aydin, Program Head/Chair

18. The Effects of Interface and Surface Charge on Two Dimensional Transistors for Neuromorphic, Radiation, and Doping Applications

open_access
Open Access
Author:
Arnold, Andrew Joseph
Title:
The Effects of Interface and Surface Charge on Two Dimensional Transistors for Neuromorphic, Radiation, and Doping Applications
Graduate Program:
Electrical Engineering
Keywords:
2D Materials
Transition Metal Dichalcogenides
Neuromorphic Computing
Synaptic Device
Radiation Hardness
Surface Charge Transfer Doping
Contact Resistance
File:
Download Andrew_Arnold_Thesis_Final.pdf
Committee Members:
Saptarshi Das, Dissertation Advisor/Co-Advisor
Tom Jackson, Committee Chair/Co-Chair
Swaroop Ghosh, Committee Member
Rongming Chu, Committee Member
Sukwon Choi, Outside Member
Kultegin Aydin, Program Head/Chair
Saptarshi Das, Committee Chair/Co-Chair

19. MICROFLUIDIC MOLECULAR AND CELLULAR DETECTION OF MALARIA TOWARDS ELIMINATION

open_access
Open Access
Author:
Choi, Gihoon
Title:
MICROFLUIDIC MOLECULAR AND CELLULAR DETECTION OF MALARIA TOWARDS ELIMINATION
Graduate Program:
Electrical Engineering
Keywords:
Point-of-care
Malaria
Resistive pulse sensor
time-division multiple access
multiplexed
Nucleic acid tests
Lab-on-a-disc
Microfluidics
cell deformability
parasitemia quantification
Deformability-activated sorting
time-division multiple access
File:
Download Dissertation_Gihoon_Choi.pdf
Committee Members:
Weihua Guan, Dissertation Advisor/Co-Advisor
Weihua Guan, Committee Chair/Co-Chair
Aida Ebrahimi, Committee Member
Zhiwen Liu, Committee Member
Pak Kin Wong, Outside Member
Kultegin Aydin, Program Head/Chair

20. Wireless underwater-to-air communications via water surface modulation and radar detection

open_access
Open Access
Author:
Romero, Moniara
Title:
Wireless underwater-to-air communications via water surface modulation and radar detection
Graduate Program:
Electrical Engineering
Keywords:
Radar
Acoustics
Underwater-to-air communications
Communications
Vibrometry
File:
Download Romero_Thesis_Final.pdf
Committee Members:
Ram Mohan Narayanan, Thesis Advisor/Co-Advisor
Timothy Joseph Kane, Committee Member
Daniel C Brown, Jr., Committee Member
Erik Henry Lenzing, Special Signatory
Kultegin Aydin, Program Head/Chair