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Author:

O'Connor, Philip

Title:

Machine Learning For Electromagnetic Metamaterial Design

Graduate Program:

Electrical Engineering

Keywords:

Machine Learning
Electromagnetics
Metamaterials
Neural Networks

File:

Download OConnor_Masters_Thesis_Final.pdf

Committee Members:

Douglas Henry Werner, Thesis Advisor/Co-Advisor
Kultegin Aydin, Program Head/Chair
Pingjuan Li Werner, Committee Member

Author:

Schranghamer, Thomas

Title:

Multi-bit Graphene Memristive Synapses for High Precision Neuromorphic Computing

Graduate Program:

Engineering Science and Mechanics

Keywords:

RRAM
Memristor
Graphene
Neuromorphic Computing
Neural Networks
VMM
Artificial Synapse

File:

Download Thesis_Manuscript.pdf

Committee Members:

Saptarshi Das, Thesis Advisor/Co-Advisor
Judith Todd Copley, Program Head/Chair
Michael T Lanagan, Committee Member
Mark William Horn, Committee Member

Author:

Chandran, Makesh Tarun

Title:

Processing In-Memory Architecture Incorporating Systolic Dataflow for Deep Neural Networks

Graduate Program:

Computer Science and Engineering

Keywords:

Neural Networks
ReRAM
Processing-in-memory
Transformer
BERT
LSTM
CNN
Systolic

File:

Download Makesh_Thesis.pdf

Committee Members:

Vijaykrishnan Narayanan, Thesis Advisor/Co-Advisor
John Morgan Sampson, Committee Member
Chitaranjan Das, Program Head/Chair

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

Author:

Young, Matthew

Title:

Topics in Learning and Information Dynamics in Game Theory

Graduate Program:

Mathematics

Keywords:

Game Theory
Learning
Agent Based Models
Neural Networks
Game Theory
Learning
Agent Based Models
Neural Networks

File:

Download Young_Dissertation_Final_Submission.pdf

Committee Members:

Andrew Leonard Belmonte, Dissertation Advisor/Co-Advisor
Andrew Leonard Belmonte, Committee Chair/Co-Chair
Christopher H Griffin, Committee Member
Jan S Reimann, Committee Member
Syed Nageeb Ali, Outside Member
Sergei Tabachnikov, Committee Member
Alexei Novikov, Program Head/Chair