Title:
An Introduction to Deep Learning
Author(s):
Maria Pantoja, Anahid Behrouzi, and Drazen Fabris
Publication:
Concrete International
Volume:
40
Issue:
9
Appears on pages(s):
35-41
Keywords:
neuron, image, weights, input
DOI:
Date:
9/1/2018
Abstract:
Deep learning (DL) is currently being researched and implemented to solve civil engineering related problems, including autonomous inspection and inventory of civil infrastructure projects. The article introduces DL, specifically a convolutional neural network and the supervised learning process used to train a model that will enable professional structural engineers to automatically detect types of earthquake damage.