Search

Start Over Keyword Deep Learning Keyword Recurrent Neural Networks Access Level open_access

2. Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks

open_access
Open Access
Author:
Schuessler, Joseph
Title:
Adversarial Attacks and Defense in Long Short-Term Memory Recurrent Neural Networks
Graduate Program:
Electrical Engineering (MS)
Keywords:
Adversarial Attacks
Data Poisoning
Recurrent Neural Networks
LSTM
Deep Learning
Machine Learning
File:
Download SchuesslerThesis.pdf
Committee Members:
Kultegin Aydin, Program Head/Chair
David Jonathan Miller, Thesis Advisor/Co-Advisor
George Kesidis, Committee Member
Carina Pamela Curto, Committee Member

3. Investigation of Deep Neural Networks From Control and Optimization Perspectives

open_access
Open Access
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