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Exact representation of piecewise affine functions via neural networks PROCEEDINGS ARTICLE published May 2020 in 2020 European Control Conference (ECC) |
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2 Approximation properties BOOK CHAPTER published 8 August 2022 in Neural Networks and Numerical Analysis |
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Discriminating between causal structures in Bayesian Networks given partial observations JOURNAL ARTICLE published 23 May 2014 in Kybernetika |
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Guaranteed approximation error estimation of neural networks and model modification JOURNAL ARTICLE published July 2022 in Neural Networks Research funded by National Science Foundation (2143351) |
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Constructive Approximation Method of Polynomial by Neural Networks BOOK CHAPTER published in Advances in Cognitive Neurodynamics ICCN 2007 |
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Dynamic neural unit and function approximation PROCEEDINGS ARTICLE published in IEEE International Conference on Neural Networks |
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Computation of linear algebraic equations with solvability verification over multi-agent networks JOURNAL ARTICLE published 22 December 2017 in Kybernetika |
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Reconstructibility of Boolean control networks with time delays in states JOURNAL ARTICLE published 10 December 2018 in Kybernetika |
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Toward generating neural network structures for function approximation JOURNAL ARTICLE published January 1994 in Neural Networks |
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Personenregister BOOK CHAPTER published 1 January 2007 in Russische Wege |
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Piecewise Neural Networks for Function Approximation, Cast in a Form Suitable for Parallel Computation BOOK CHAPTER published 2002 in Methods and Applications of Artificial Intelligence |
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Random Projection Neural Network Approximation PROCEEDINGS ARTICLE published July 2018 in 2018 International Joint Conference on Neural Networks (IJCNN) |
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Design of continuous-time recurrent neural networks with piecewise-linear activation function for generation of prescribed sequences of bipolar vectors JOURNAL ARTICLE published July 2023 in Neural Networks Research funded by Japan Society for the Promotion of Science (JP21H03510) |
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On the approximation by single hidden layer feedforward neural networks with fixed weights JOURNAL ARTICLE published February 2018 in Neural Networks |
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Low dimensional approximation and generalization of multivariate functions on smooth manifolds using deep ReLU neural networks JOURNAL ARTICLE published June 2024 in Neural Networks Research funded by Simons Foundation (MP-TSM-00002738) |
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Radon transform and differentiable approximation by neural networks PROCEEDINGS ARTICLE published in Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan) |
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Learning fuzzy rule-based neural networks for function approximation PROCEEDINGS ARTICLE published in [Proceedings 1992] IJCNN International Joint Conference on Neural Networks |
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Function Approximation Using Feedforward Neural Networks OTHER published 28 March 2003 in Static and Dynamic Neural Networks |
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Locally Weighted Online Approximation-Based Control for Nonaffine Systems JOURNAL ARTICLE published November 2007 in IEEE Transactions on Neural Networks |
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A unified approach for neural network-like approximation of non-linear functionals JOURNAL ARTICLE published August 1998 in Neural Networks |