caa a22 4500 605469199 CHVBK 20210128100321.0 cr unu---uuuuu 210128e20151201xx s 000 0 eng 10.1007/s00500-014-1344-3 doi (NATIONALLICENCE)springer-10.1007/s00500-014-1344-3 A hybrid cascade neural network with an optimized pool in each cascade [Elektronische Daten] [Ye. Bodyanskiy, O. Tyshchenko, D. Kopaliani] This paper proposes a new architecture and learning algorithms for a hybrid cascade neural network with pool optimization in each cascade. The proposed system is different from existing cascade systems in its capability to operate in an online mode, which allows it to work with non-stationary and stochastic nonlinear chaotic signals with the required accuracy. Compared to conventional analogs, the proposed system provides computational simplicity and possesses both tracking and filtering capabilities. Springer-Verlag Berlin Heidelberg, 2014 Hybrid system nationallicence Learning method nationallicence Neo-fuzzy neuron nationallicence Cascade network nationallicence Bodyanskiy Ye Control Systems Research Laboratory, Kharkiv National University of Radioelectronics, Lenina av., 14, 61166, Kharkiv, Ukraine aut Tyshchenko O. Control Systems Research Laboratory, Kharkiv National University of Radioelectronics, Lenina av., 14, 61166, Kharkiv, Ukraine aut Kopaliani D. Control Systems Research Laboratory, Kharkiv National University of Radioelectronics, Lenina av., 14, 61166, Kharkiv, Ukraine aut Soft Computing Springer Berlin Heidelberg 19/12(2015-12-01), 3445-3454 1432-7643 19:12<3445 2015 19 500 https://doi.org/10.1007/s00500-014-1344-3 text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s00500-014-1344-3 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Bodyanskiy Ye Control Systems Research Laboratory, Kharkiv National University of Radioelectronics, Lenina av., 14, 61166, Kharkiv, Ukraine aut NATIONALLICENCE 700 1- Tyshchenko O. Control Systems Research Laboratory, Kharkiv National University of Radioelectronics, Lenina av., 14, 61166, Kharkiv, Ukraine aut NATIONALLICENCE 700 1- Kopaliani D. Control Systems Research Laboratory, Kharkiv National University of Radioelectronics, Lenina av., 14, 61166, Kharkiv, Ukraine aut NATIONALLICENCE 773 0- Soft Computing Springer Berlin Heidelberg 19/12(2015-12-01), 3445-3454 1432-7643 19:12<3445 2015 19 500