An Introduction to Deep Learning

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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

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.