A noise-based stabilizer for convolutional neural networks

DOI10.1080/00949655.2019.1610883OpenAlexW2943053074MaRDI QIDQ5107445

Kanu Geete, Manish K. Pandey

Publication date: 27 April 2020

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00949655.2019.1610883

zbMATH Keywords

regularizationstabilizerconvolutional neural networksdeep neural networks

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• MNIST
• Adam
• ckn_kernel
• UCF101
• DARPA TIMIT
• ADADELTA

Cites Work

• Noise-enhanced convolutional neural networks
• Lipschitz properties for deep convolutional networks
• Regularization and Variable Selection Via the Elastic Net
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