Please use this identifier to cite or link to this item:
https://hdl.handle.net/10216/67416| Author(s): | Francisco Reinaldo Mauro Roisenberg Jorge Muniz Barreto Rui Camacho Luís Paulo Reis |
| Title: | A tool for fast development of modular and hierarchic neural network-based systems |
| Issue Date: | 2005 |
| Abstract: | This paper presents the PyrantidNet Tool its a fast and easy way to develop Modular and Hierarchic Neural Network-based Systems. This tool facilitates the fast emergence of autonomous behaviours in agents because it 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 behaviour 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 when using this tool. |
| Subject: | Engenharia do conhecimento, Ciências da computação e da informação Knowledge engineering, Computer and information sciences |
| Scientific areas: | Ciências exactas e naturais::Ciências da computação e da informação Natural sciences::Computer and information sciences |
| URI: | https://hdl.handle.net/10216/67416 |
| Source: | Modelling and Simulation 2005 |
| Document Type: | Artigo em Livro de Atas de Conferência Internacional |
| Rights: | openAccess |
| License: | https://creativecommons.org/licenses/by-nc/4.0/ |
| Appears in Collections: | FEUP - Artigo em Livro de Atas de Conferência Internacional |
Files in This Item:
| File | Description | Size | Format | |
|---|---|---|---|---|
| 63995.pdf | A TOOL FOR FAST DEVELOPMENT OF MODULAR AND HIERARCHIC NEURAL NETWORK-BASED SYSTEMS | 119.07 kB | Adobe PDF |  View/Open |
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