Evolution is the new deep learning

Jun 1, 2018ยท
Risto Miikkulainen
,
Babak Hodjat
Xin Qiu
Xin Qiu
,
Jason Liang
,
Elliot Meyerson
,
Aditya Rawal
,
Hormoz Shahrzad
ยท 0 min read
Abstract
Deep learning (DL) has transformed much of AI, and demonstrated how machine learning can make a difference in the real world. Its core technology is gradient descent, which has been used in neural networks since the 1980s. However, massive expansion of available training data and compute gave it a new instantiation that significantly increased its power.
Type
Publication
SIGEVOlution