Fixed-point algorithms for inverse of residual rectifier neural networks

DOI10.3934/MFC.2020024zbMath1485.68240OpenAlexW3094636551MaRDI QIDQ2063341

Ruhua Wang, Senjian An, Ling Li, Wanquan Liu

Publication date: 11 January 2022

Published in: Mathematical Foundations of Computing (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.3934/mfc.2020024

zbMATH Keywords

fixed-point algorithmsinvertible neural networksinverse algorithm of neural networksinvertible rectifier neural networksinvertible residual networks

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07)

Uses Software

• NICE
• i-RevNet
• Glow
• WaveGlow
• Xception
• MobileNets

Cites Work

• Inverse filtering and deconvolution

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