COMPUTATIONAL RESEARCH AND APPLICATIONS SEMINAR – A Survey of Deep Learning Techniques – Simpson
COMPUTATIONAL RESEARCH AND APPLICATIONS SEMINAR
Jim Simpson, PhD
Cybersecurity and Data Science Consultant
Ages and Lifetimes of U.S. Firms: Why Businesses Should NOT be Treated Like People
Monday, September 18, 4:30-5:45
Exploratory Hall, Room 3301
Abstract: An overview of Deep Learning with quick introductions to techniques such as Word Embeddings, Autoencoders, Transfer Learning, Attention Models, and Generative Adversarial Networks.
Dr. Simpson is a seasoned researcher in the areas of machine learning, deep learning, and cybersecurity. He has served as Principal Investigator and Data Scientist on several DARPA programs with a focus on machine learning applications to data fusion, prediction, and unsupervised anomaly detection problems. He holds a Ph.D. in Electrical Engineering from North Carolina State University where he developed novel receivers and algorithms for undersea communications.