Prehistory — From Neural Networks to the TransformerAlex Krizhevsky, Ilya Sutskever, Geoffrey HintonIlya SutskeverGeoffrey Hinton

ImageNet Classification with Deep Convolutional Neural Networks (AlexNet)

ImageNet Classification with Deep Convolutional Neural Networks (AlexNet) — presented at NIPS 2012

Why it matters

Established in a paper the combination of GPUs, large-scale data and deep CNNs. The conventional starting point of the current deep learning era

Source — Primary sources first; secondary reports are labelled “Press”

Paperpapers.nips.cchttps://papers.nips.cc/paper_files/paper/2012/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html

Added in Week 35, 2026 · See that week

Nearby on the same axis

SuperVision wins ILSVRC 2012 with a 15.3% top-5 error rateOfficialImproving neural networks by preventing co-adaptation of feature detectorsPaperRepresentation Learning: A Review and New PerspectivesPaperDeep Neural Networks for Acoustic Modeling in Speech RecognitionOfficial