Modern Deep Learning Design and Application Development: Versatile Tools to Solve Deep Learning Problems

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022

A. YeModern Deep Learning Design and Application Developmenthttps://doi.org/10.1007/978-1-4842-7413-2_6

6. Successful Neural Network Architecture Design

Andre Ye¹  

(1)

Redmond, WA, USA

 

Design is as much a matter of finding problems as it is solving them.

—Bryan Lawson, Author and Architect

The previous chapter, on meta-optimization, discussed the automation of neural network design, including automated design of neural network architectures. It may seem odd to follow such a chapter on the automation of neural network architectures with a chapter on successful (implicitly, manual) neural network architecture design, but the truth is that deep learning will ...