1. Performance and Parsimony in Training Deep Neural Networks Open Access Author: Aguasvivas Manzano, Sarah Title: Performance and Parsimony in Training Deep Neural Networks Graduate Program: Aerospace Engineering Keywords: neural networksmodel parsimonyMLPSimulated Annealing File: Download Sarah_Aguasvivas_Manzano__3_.pdf Committee Members: Lyle N. Long, Thesis Advisor/Co-Advisor