Imagenet Classification with Deep Convolutional Neural Networks

URI: https://gptkb.org/entity/Imagenet_Classification_with_Deep_Convolutional_Neural_Networks
GPTKB entity
Statements (28)
Predicate Object
gptkbp:instanceOf gptkb:academic_journal
gptkbp:activatedBy gptkb:ReLU
gptkbp:alsoKnownAs gptkb:AlexNet_paper
gptkbp:architecture deep convolutional neural network
gptkbp:author gptkb:Alex_Krizhevsky
gptkb:Ilya_Sutskever
gptkb:Geoffrey_E._Hinton
gptkbp:citation over 100,000
gptkbp:competition ImageNet Large Scale Visual Recognition Challenge (ILSVRC)
gptkbp:contribution introduction of deep convolutional neural networks for large-scale image classification
gptkbp:hardware gptkb:graphics_card
https://www.w3.org/2000/01/rdf-schema#label Imagenet Classification with Deep Convolutional Neural Networks
gptkbp:impact significant improvement in ImageNet classification accuracy
gptkbp:influenced computer vision
deep learning research
development of modern CNN architectures
gptkbp:level 8
gptkbp:numberOfConvolutionalLayers 5
gptkbp:numberOfFullyConnectedLayers 3
gptkbp:publicationYear 2012
gptkbp:publishedIn gptkb:Advances_in_Neural_Information_Processing_Systems
gptkbp:regularization dropout
gptkbp:result top-5 error rate of 15.3% in ILSVRC 2012
gptkbp:trainer gptkb:ImageNet
stochastic gradient descent
gptkbp:url https://papers.nips.cc/paper/2012/hash/c399862d3b9d6b76c8436e924a68c45b-Abstract.html
gptkbp:bfsParent gptkb:Google_Brain_(former)
gptkbp:bfsLayer 7