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Journals
International Journal of Applied Mathematics and Computer Science
Volume 29 (2019): Issue 3 (September 2019)
Open Access
A Hybrid Cascade Neuro–Fuzzy Network with Pools of Extended Neo–Fuzzy Neurons and its Deep Learning
Yevgeniy V. Bodyanskiy
Yevgeniy V. Bodyanskiy
and
Oleksii K. Tyshchenko
Oleksii K. Tyshchenko
| Sep 28, 2019
International Journal of Applied Mathematics and Computer Science
Volume 29 (2019): Issue 3 (September 2019)
Information Technology for Systems Research (special section, pp. 427-515), Piotr Kulczycki, Janusz Kacprzyk, László T. Kóczy, Radko Mesiar (Eds.)
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Published Online:
Sep 28, 2019
Page range:
477 - 488
Received:
Oct 22, 2018
Accepted:
Jul 03, 2019
DOI:
https://doi.org/10.2478/amcs-2019-0035
Keywords
data stream
,
membership function
,
training procedure
,
adaptive neuro-fuzzy system
,
extended neo-fuzzy neuron
© 2019 Yevgeniy V. Bodyanskiy et al., published by Sciendo
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.
Yevgeniy V. Bodyanskiy
Control Systems Research Laboratory, Kharkiv National University of Radio Electronics
Kharkiv, Ukraine
Oleksii K. Tyshchenko
Institute for Research and Applications of Fuzzy Modeling, CE IT4Innovations, University of Ostrava
Ostrava