Dissipative Deep Neural Dynamical Systems

26 November 2020

Papers citing "Dissipative Deep Neural Dynamical Systems"

7 / 7 papers shown

Title
Coupled Oscillatory Recurrent Neural Network (coRNN): An accurate and (gradient) stable architecture for learning long time dependencies T. Konstantin Rusch Siddhartha Mishra 62 90 0 02 Oct 2020
Lagrangian Neural Networks M. Cranmer S. Greydanus Stephan Hoyer Peter W. Battaglia D. Spergel S. Ho PINN 160 426 0 10 Mar 2020
Contracting Implicit Recurrent Neural Networks: Stable Models with Improved Trainability Max Revay I. Manchester 39 43 0 22 Dec 2019
IMEXnet: A Forward Stable Deep Neural Network E. Haber Keegan Lensink Eran Treister Lars Ruthotto 53 40 0 06 Mar 2019
L1-Norm Batch Normalization for Efficient Training of Deep Neural Networks Shuang Wu Guoqi Li Lei Deng Liu Liu Yuan Xie Luping Shi 32 117 0 27 Feb 2018
Efficient Orthogonal Parametrisation of Recurrent Neural Networks Using Householder Reflections Zakaria Mhammedi Andrew D. Hellicar Ashfaqur Rahman James Bailey 59 129 0 01 Dec 2016
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 213 583 0 27 Feb 2015