Construction of neural networks for piecewise approximation of continuous functions

PROCEEDINGS ARTICLE published in IEEE International Conference on Neural Networks

Authors: C.-H. Choi | J.Y. Choi

Optimal approximation of piecewise smooth functions using deep ReLU neural networks

JOURNAL ARTICLE published December 2018 in Neural Networks

Research funded by European Commission, Germany (665044)

Authors: Philipp Petersen | Felix Voigtlaender

Piecewise linear networks (PLN) for function approximation

PROCEEDINGS ARTICLE published in IJCNN'99. International Joint Conference on Neural Networks. Proceedings (Cat. No.99CH36339)

Authors: W. Eppler | H.N. Beck

Simultaneous approximation of a smooth function and its derivatives by deep neural networks with piecewise-polynomial activations

JOURNAL ARTICLE published April 2023 in Neural Networks

Research funded by Deutsche Forschungsgemeinschaft (497300407) | National Research University Higher School of Economics (70-2021-00139) | Australian Cancer Research Foundation (000000D730321P5Q0002)

Authors: Denis Belomestny | Alexey Naumov | Nikita Puchkin | Sergey Samsonov

Efficient algorithms for function approximation with piecewise linear sigmoidal networks

JOURNAL ARTICLE published 1998 in IEEE Transactions on Neural Networks

Authors: D.R. Hush | B. Horne

Canonical piecewise-linear networks

JOURNAL ARTICLE published 1995 in IEEE Transactions on Neural Networks

Authors: R. Unbehauen

Neural-network approximation of piecewise continuous functions: application to friction compensation

JOURNAL ARTICLE published May 2002 in IEEE Transactions on Neural Networks

Authors: R.R. Selmic | F.L. Lewis

Stability analysis for neutral-type impulsive neural networks with delays

JOURNAL ARTICLE published 25 July 2017 in Kybernetika

Authors: Bo Du | Yurong Liu | Dan Cao

Piecewise-polynomial signal segmentation using convex optimization

JOURNAL ARTICLE published 12 January 2018 in Kybernetika

Authors: Pavel Rajmic | Michaela Novosadová | Marie Daňková

Neural Networks

BOOK CHAPTER published 15 May 2007 in Handbook of Approximation Algorithms and Metaheuristics

Global stability of Clifford-valued Takagi-Sugeno fuzzy neural networks with time-varying delays and impulses

JOURNAL ARTICLE published 26 October 2022 in Kybernetika

Authors: Ramalingam Sriraman | Asha Nedunchezhiyan

Machine learning approach to color constancy

JOURNAL ARTICLE published July 2007 in Neural Networks

Authors: Vivek Agarwal | Andrei V. Gribok | Mongi A. Abidi

Piecewise-Linear Approximation of Any Smooth Output Function on the Cellular Neural Network

BOOK CHAPTER published 2002 in Artificial Neural Networks — ICANN 2002

Authors: Víctor M. Preciado

Neural nets as piecewise linear classifiers: New algorithms

JOURNAL ARTICLE published January 1988 in Neural Networks

Gaussian approximation of Gaussian scale mixtures

JOURNAL ARTICLE published 5 January 2021 in Kybernetika

Authors: Gérard Letac | Hélène Massam

Approximation to a Compact Set of Functions by Feedforward Neural Networks

PROCEEDINGS ARTICLE published August 2007 in 2007 International Joint Conference on Neural Networks

Authors: Wei Wu | Dong Nan | Zhengxue Li | Jinling Long

Event-triggered $H_infty$ static output feedback control of discrete time piecewise-affine systems

JOURNAL ARTICLE published 6 August 2021 in Kybernetika

Authors: Zhuyun Xue | Mouquan Shen

Piecewise Linear Neural Networks

REPORT published 1 August 1992

Authors: W. O. Alltop

Gaussian approximation for functionals of Gibbs particle processes

JOURNAL ARTICLE published 24 September 2018 in Kybernetika

Authors: Daniela Flimmel | Viktor Beneš

Piecewise convexity of artificial neural networks

JOURNAL ARTICLE published October 2017 in Neural Networks

Authors: Blaine Rister | Daniel L. Rubin