Please use this identifier to cite or link to this item:
https://hdl.handle.net/10216/67428| Author(s): | Francisco Reinaldo Mauro Roisenberg Rui Camacho Luís Reis |
| Title: | A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems |
| Issue Date: | 2006 |
| Abstract: | This paper presents PyramidNet tool as a fast and easy way to develop Modular and Hierarchic NeuralNetwork-based Systems. This tool facilitates the fast emergence of autonomous behaviors in agents becauseit uses a hierarchic and modular control methodology of heterogeneous learning modules: the pyramid.Using the graphical resources of PyramidNet the user is able to specify a behavior system even having little understanding of artificial neural networks. Experimental tests have shown that a very significant speedup is attained in the development of modular and hierarchic neural network-based systems by using this tool. |
| Subject: | Engenharia do conhecimento, Engenharia electrotécnica, electrónica e informática Knowledge engineering, Electrical engineering, Electronic engineering, Information engineering |
| Scientific areas: | Ciências da engenharia e tecnologias::Engenharia electrotécnica, electrónica e informática Engineering and technology::Electrical engineering, Electronic engineering, Information engineering |
| URI: | https://repositorio-aberto.up.pt/handle/10216/67428 |
| Document Type: | Artigo em Revista Científica Internacional |
| Rights: | openAccess |
| License: | https://creativecommons.org/licenses/by-nc/4.0/ |
| Appears in Collections: | FEUP - Artigo em Revista Científica Internacional |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 65065.pdf | A Tool for Fast Development of Modular and Hierarchic Neural Network-based Systems | 553.04 kB | Adobe PDF |  View/Open |
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