AI's Learning Path: Surprising Uniformity Across Neural Networks

Neural networks, regardless of their complexity or training method, follow a surprisingly uniform path from ignorance to expertise in image classification tasks.

Related Keywords

Itay Griniasty ,Ian Scheffler ,Pratik Chaudhari ,Rubing Yang ,James Sethna ,Jialin Mao ,Han Kheng Teoh At Cornell University ,University Of Pennsylvania School Arts Sciences ,University Of Pennsylvania School Engineering ,Cornell University ,Markk Transtrum At Brigham Young University ,National Science Foundation ,National Institutes Of Health ,Amazon Web Services ,University Of Pennsylvania ,Office Of Naval Research ,Proceedings Of The National Academy Sciences ,Learning Pathway ,Information Geometry ,National Academy ,Assistant Professor ,Systems Engineering ,General Robotics ,James Gilbert White Professor ,Physical Sciences ,Applied Mathematics ,Computational Science ,Pennsylvania School ,Applied Science ,National Institutes ,Naval Research ,Wendy Schmidt ,Science Postdoctoral Fellowship ,Amazon Web ,Rahul Ramesh ,Penn Engineering ,Han Kheng Teoh ,Brigham Young ,Neuroscience Newsletter ,