Index Catalog // Hyrax

Cancellare i filtri

Filtro per: Unit (Department) Mathematical Sciences Parola chiave Deep Learning

1. Mathematical Principles for Deconstructing Deep Learning: Theory and Application to Electromagnetic Signals

Parola chiave:: Signal Processing, Activation Function, Electromagnetics, Neural Networks, Deep Learning, and Polynomial Activation
Creatore:: Witz, Evan
Advisor:: Paffenroth, Randy Clinton
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-08-05
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

2. Robust Deep Learning Algorithms for System Identification

Parola chiave:: Ordinary Differential Equations, Deep Learning, Neural Network, Generalization Gap, System Identification, and Neural Network Regularization
Creatore:: Negrini, Elisa
Advisor:: Capogna, Luca and Citti, Giovanna
Editore:: Worcester Polytechnic Institute
data di creazione:: 2022-04-23
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences

3. Optimal Ensembles for Deep Learning: Theory and Practice

Parola chiave:: Deep Learning, Theory, Diversity, Application, Ensemble Learning, and Training Algorithm
Creatore:: Li, Wenjing
Advisor:: Paffenroth, Randy Clinton
Editore:: Worcester Polytechnic Institute
data di creazione:: 2021-05-05
Resource Type:: Dissertation
Degree:: PhD
Unit (Department):: Mathematical Sciences