The Architectures of Geoffrey Hinton

DOI10.1007/978-3-030-37591-1_8zbMath1446.68004OpenAlexW3002495614MaRDI QIDQ3296987

Ivana Stanko

Publication date: 2 July 2020

Published in: Guide to Deep Learning Basics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-37591-1_8

zbMATH Keywords

backpropagation algorithmcognitive sciencerestricted Boltzmann machinesdeep learningdistributed representationsGeoffrey Hinton

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Biographies, obituaries, personalia, bibliographies (01A70) History of computer science (68-03)

Uses Software

• darch
• ImageNet
• AlexNet

Cites Work

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• Reducing the Dimensionality of Data with Neural Networks
• Training Products of Experts by Minimizing Contrastive Divergence
• Learning representations by back-propagating errors
• A Fast Learning Algorithm for Deep Belief Nets

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