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Discrete Time Neural Networks Synthesis Using Interaction Activation Functions


Novaković, Branko; Pavić, Ante; Novaković, Alen
Discrete Time Neural Networks Synthesis Using Interaction Activation Functions // Proceedings of 7th International Research/Expert Conference "Trends in the Development of Machinery and Associated Technology - TMT 2003" / Vivancos, J. ; Pureta, F. ; Ekinović, S. ; Brdarević, S. (ur.).
Barcelona: Universitat Politecnica de Catalunya ; University of Sarajevo, 2003. str. 1097-1100 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Discrete Time Neural Networks Synthesis Using Interaction Activation Functions

Autori
Novaković, Branko ; Pavić, Ante ; Novaković, Alen

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of 7th International Research/Expert Conference "Trends in the Development of Machinery and Associated Technology - TMT 2003" / Vivancos, J. ; Pureta, F. ; Ekinović, S. ; Brdarević, S. - Barcelona : Universitat Politecnica de Catalunya ; University of Sarajevo, 2003, 1097-1100

Skup
Trends in the Development of Machinery and Associated Technology - TMT 2003

Mjesto i datum
Lloret de Mar, Barcelona, Španjolska, 15-17.09.2003

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Neural Networks; Discrete Time Synthesis; Interaction Activation Functions

Sažetak
A new structure of discrete time neural networks is proposed. For this purpose the following concepts are used: (i) an introduction of an interaction activation functions, (ii) input time-varying signal distribution, (iii) time discrete domain synthesis, and (iv) one step learning iteration procedure. Simulation results, based on the synthesis of a new structure of recurrent neural network of an universal logical unit are presented. The proposed neural network synthesis procedure is useful for applications to identification and control of nonlinear dynamics systems, like industrial robots.

Izvorni jezik
Engleski

Znanstvena područja
Strojarstvo



POVEZANOST RADA


Projekt / tema
0120025

Ustanove
Fakultet strojarstva i brodogradnje, Zagreb

Profili:

Avatar Url Branko Novaković (autor)

Avatar Url Ante Pavić (autor)

Citiraj ovu publikaciju

Novaković, Branko; Pavić, Ante; Novaković, Alen
Discrete Time Neural Networks Synthesis Using Interaction Activation Functions // Proceedings of 7th International Research/Expert Conference "Trends in the Development of Machinery and Associated Technology - TMT 2003" / Vivancos, J. ; Pureta, F. ; Ekinović, S. ; Brdarević, S. (ur.).
Barcelona: Universitat Politecnica de Catalunya ; University of Sarajevo, 2003. str. 1097-1100 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Novaković, B., Pavić, A. & Novaković, A. (2003) Discrete Time Neural Networks Synthesis Using Interaction Activation Functions. U: Vivancos, J., Pureta, F., Ekinović, S. & Brdarević, S. (ur.)Proceedings of 7th International Research/Expert Conference "Trends in the Development of Machinery and Associated Technology - TMT 2003".
@article{article, year = {2003}, pages = {1097-1100}, keywords = {Neural Networks, Discrete Time Synthesis, Interaction Activation Functions}, title = {Discrete Time Neural Networks Synthesis Using Interaction Activation Functions}, keyword = {Neural Networks, Discrete Time Synthesis, Interaction Activation Functions}, publisher = {Universitat Politecnica de Catalunya ; University of Sarajevo}, publisherplace = {Lloret de Mar, Barcelona, \v{S}panjolska} }