Search

Author:

Jao, Nicholas

Title:

Non-Volatile Memory Design Based On Crossbar Architecture Towards Low Power Systems and Processing In-Memory

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Emerging Non-Volatile Memory
Computing In-Memory
Modelling
in-situ computing
ferroelectric tunnel junction
magnetic tunnel junction
device-circuit codesign
circuit-architecture codesign
phase change memory

File:

Download Dissertation_Jao_Final.pdf

Committee Members:

Vijaykrishnan Narayanan, Chair & Dissertation Advisor
Swaroop Ghosh, Major Field Member
Abhronil Sengupta, Major Field Member
John Sampson, Outside Field Member
Saptarshi Das, Outside Unit Member
Kultegin Aydin, Program Head/Chair

Author:

Idriss, Zacharie

Title:

Statistical and Computational Electromagnetic Approaches for the Feature Extraction of Buried Targets in Ground Penetrating Radar Imaging

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Radar
Radar Imaging
Ground Penetrating Radar
Computational Electromagnetics
Feature Extraction
Waveform Design
Mutual Information
Matched Illumination
Compound Gaussian

File:

Download PhD_Disseration_Rev.pdf

Committee Members:

Soundar Kumara, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Tim Kane, Major Field Member
Raghu Raj, Special Member
Jesse Barlow, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Noor Elahi, Asim

Title:

ELECTRICAL AND OPTICAL STUDIES ON MODELING AND FABRICATION OF GALLIUM NITRIDE (GaN) BASED OPTOELECTRONIC DEVICES

Graduate Program:

Electrical Engineering (PHD)

Keywords:

GaN Optoelectronic devices
GaN microLED
Colorful microLED
GaN based Schottky Diode
GaN based MESFFET
Colloidal Quantum Dots
Nanoporous
Vertical GaN based MESFET
MESFET on LEDs
Schottky diodes on LEDs

File:

Download Asim_Noor_Elahi_Dissertation__final_version_.pdfDownload RightsLink_Printable_License.pdf

Committee Members:

Jerzy Ruzyllo, Co-Chair & Dissertation Advisor
Jian hsu, Co-Chair & Dissertation Advisor
Osama Awadelkarim, Major Field Member
Wenwu Cao, Outside Unit & Field Member
Tim Kane, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Li, Xuelu

Title:

Regularized Learning for Discriminative Problems in Image Recognition

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Histopathological Image Classification
Fine-grained Image Classification
3-D Vessel Segmentation
Sparse Representation based Classification
Deep Learning
Shared Feature Learning

File:

Download xuelu_thesis.pdf

Committee Members:

Puneet Singla, Outside Unit & Field Member
William Higgins, Major Field Member
Vishal Monga, Chair & Dissertation Advisor
Kultegin Aydin, Program Head/Chair
Jing Yang, Major Field Member

Author:

Taher, Abdullah

Title:

Enhanced Synthetic Aperture Radar (SAR) Imaging of Moving Targets Using the Deterministic Annealing Probabilistic Multi-Hypothesis Tracker (DAPMHT) Approach

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Synthetic aperture radar (SAR)
Moving target imaging
Tracking
Extended targets imaging
Point targets imaging
Maneuvering target
DAPMHT/RDA algorithm
Motion parameters estimation
Focus image

File:

Download Abdullah_Dissertation.pdf

Committee Members:

Michael Lanagan, Outside Unit & Field Member
Ram Narayanan, Chair & Dissertation Advisor
Julio Urbina, Major Field Member
Vishal Monga, Major Field Member
Kultegin Aydin, Program Head/Chair

Author:

Saab, Samer

Title:

Investigation of Deep Neural Networks From Control and Optimization Perspectives

Graduate Program:

Electrical Engineering (PHD)

Keywords:

Deep Learning
Neural Networks
Optimization
Control Theory
First-order Gradient Descent
Heavy-ball Optimizer
Recurrent Neural Networks
State-space Representations

File:

Download SamerSaabJr_Dissertation.pdf

Committee Members:

Minghui Zhu, Co-Chair & Dissertation Advisor
Shashi Phoha, Co-Chair of Committee
Puneet Singla, Outside Unit & Field Member
Nilanjan Ray Chaudhuri, Major Field Member
Asok Ray, Major Field Member & Dissertation Advisor
Kultegin Aydin, Program Head/Chair