The deep-learning revival
Large datasets, accelerator hardware, and effective training methods drove renewed success for deep neural networks. AlexNet's 2012 ImageNet result became a visible milestone, though it rested on decades of earlier neural-network work.
Overview. Large datasets, accelerator hardware, and effective training methods drove renewed success for deep neural networks.
Context. AlexNet's 2012 ImageNet result became a visible milestone, though it rested on decades of earlier neural-network work.
Claims and evidence
Claim ledger, 2Large datasets, accelerator hardware, and effective training methods drove renewed success for deep neural networks.
AlexNet's 2012 ImageNet result became a visible milestone, though it rested on decades of earlier neural-network work.