Mean field analysis of neural networks: A law of large numbers

J Sirignano, K Spiliopoulos - SIAM Journal on Applied Mathematics, 2020 - SIAM
Machine learning, and in particular neural network models, have revolutionized fields such
as image, text, and speech recognition. Today, many important real-world applications in …
被引用次数：176 相关文章

Mean field analysis of neural networks: a law of large numbers

J Sirignano, K Spiliopoulos - SIAM Journal on Applied Mathematics, 2020 - ora.ox.ac.uk
Machine learning, and in particular neural network models, have revolutionized fields such
as image, text, and speech recognition. Today, many important real-world applications in …

Mean Field Analysis of Neural Networks:: A Law of Large Numbers

J Sirignano, K Spiliopoulos - SIAM Journal on Applied Mathematics, 2020 - dl.acm.org
Machine learning, and in particular neural network models, have revolutionized fields such
as image, text, and speech recognition. Today, many important real-world applications in …

Mean Field Analysis of Neural Networks: A Law of Large Numbers

J Sirignano, K Spiliopoulos - arXiv preprint arXiv:1805.01053, 2018 - arxiv.org
Machine learning, and in particular neural network models, have revolutionized fields such
as image, text, and speech recognition. Today, many important real-world applications in …

Mean field analysis of neural networks: A law of large numbers

J Sirignano, K Spiliopoulos - SIAM Journal on Applied …, 2020 - experts.illinois.edu
Abstract Machine learning, and in particular neural network models, have revolutionized
fields such as image, text, and speech recognition. Today, many important real-world …

Mean Field Analysis of Neural Networks: A Law of Large Numbers

J Sirignano, K Spiliopoulos - arXiv e-prints, 2018 - ui.adsabs.harvard.edu
Abstract Machine learning, and in particular neural network models, have revolutionized
fields such as image, text, and speech recognition. Today, many important real-world …