In a recent article, Deep Learning: A Critical Appraisal, author and NYU professor Gary Marcus offers a serious assessment of deep learning.
He argues that, despite its considerable achievements over the past five years, deep learning may well be approaching a wall, an opinion apparently shared by University of Toronto professor Geoffrey Hinton, the so-called Godfather of Deep Learning.
Mr. Marcus’ article discusses ten such challenges faced by current deep learning systems.
The deep in deep learning refers to its highly sophisticated, multi-layered statistical properties.
Typical deep learning systems have huge numbers of parameters within their complex neural networks.
This article was summarized automatically.