Geoffrey E. Hinton


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Resources 5

created Reducing the dimensionality of data with neural networks.

High-dimensional data can be converted to low-dimensional codes by training a multilayer neural netwo...

created A Fast Learning Algorithm for Deep Belief Nets

We show how to use complementary priors to eliminate the explaining-away effects that make inference...

created Visualizing Data using t-SNE

We present a new technique called “t-SNE” that visualizes high-dimensional data by giving each datapo...

created Learning representations by back-propagating errors

We describe a new learning procedure, back-propagation, for networks of neurone-like units. The proce...

created ImageNet Classification with Deep Convolutional Neural Networks

We trained a large, deep convolutional neural network to classify the 1.2 million high-resolution ima...