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Artificial Intelligence Systems Based on Hybrid Neural Networks

2020-09-03 Technology & Engineering
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Release : 2020-09-03
Genre : Technology & Engineering
Kind : eBook
Book Rating : 53X/5 ( reviews)

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Book Synopsis Artificial Intelligence Systems Based on Hybrid Neural Networks by : Michael Zgurovsky

Download or read book Artificial Intelligence Systems Based on Hybrid Neural Networks written by Michael Zgurovsky. This book was released on 2020-09-03. Available in PDF, EPUB and Kindle. Book excerpt: This book is intended for specialists as well as students and graduate students in the field of artificial intelligence, robotics and information technology. It is will also appeal to a wide range of readers interested in expanding the functionality of artificial intelligence systems. One of the pressing problems of modern artificial intelligence systems is the development of integrated hybrid systems based on deep learning. Unfortunately, there is currently no universal methodology for developing topologies of hybrid neural networks (HNN) using deep learning. The development of such systems calls for the expansion of the use of neural networks (NS) for solving recognition, classification and optimization problems. As such, it is necessary to create a unified methodology for constructing HNN with a selection of models of artificial neurons that make up HNN, gradually increasing the complexity of their structure using hybrid learning algorithms.

Hybrid Neural Systems

2006-12-30 Medical
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Release : 2006-12-30
Genre : Medical
Kind : eBook
Book Rating : 174/5 ( reviews)

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Book Synopsis Hybrid Neural Systems by : Stefan Wermter

Download or read book Hybrid Neural Systems written by Stefan Wermter. This book was released on 2006-12-30. Available in PDF, EPUB and Kindle. Book excerpt: Hybrid neural systems are computational systems which are based mainly on artificial neural networks and allow for symbolic interpretation or interaction with symbolic components. This book is derived from a workshop held during the NIPS'98 in Denver, Colorado, USA, and competently reflects the state of the art of research and development in hybrid neural systems. The 26 revised full papers presented together with an introductory overview by the volume editors have been through a twofold process of careful reviewing and revision. The papers are organized in the following topical sections: structured connectionism and rule representation; distributed neural architectures and language processing; transformation and explanation; robotics, vision, and cognitive approaches.

Hybrid Artificial Intelligent Systems, Part I

2010-06-11 Computers
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Release : 2010-06-11
Genre : Computers
Kind : eBook
Book Rating : 687/5 ( reviews)

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Book Synopsis Hybrid Artificial Intelligent Systems, Part I by : Manuel Grana Romay

Download or read book Hybrid Artificial Intelligent Systems, Part I written by Manuel Grana Romay. This book was released on 2010-06-11. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, held in San Sebastian, Spain, in June 2010.

Hybrid Artificial Intelligence Systems

2008-09-10 Computers
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Release : 2008-09-10
Genre : Computers
Kind : eBook
Book Rating : 553/5 ( reviews)

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Book Synopsis Hybrid Artificial Intelligence Systems by : Emilio Corchado

Download or read book Hybrid Artificial Intelligence Systems written by Emilio Corchado. This book was released on 2008-09-10. Available in PDF, EPUB and Kindle. Book excerpt: This volume constitutes the proceedings of the Third International Workshop on Hybrid Artificial Intelligence Systems, HAIS 2008, held in Burgos, Spain, during September 24-26, 2008. The 93 papers presented, together with 4 invited talks, were carefully reviewed and selected from 280 submissions. The topics covered are agents and multi-agent systems; evolutionary computation; connectionist models; optimization sysetms; fuzzy logic systems; classification and classifiers; cluster analysis; video and image analysis; learning systems, algorithms and applications; hybrid systems based on negotiation and social network modelling; real world applications of HAIS under uncertainty; hybrid intelligent systems for multi-robot and multi-agent systems; applications of hybrid artificial intelligence in bioinformatics; and novel approaches to genetic fuzzy systems.

Innovations in Hybrid Intelligent Systems

2007-12-22 Computers
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Release : 2007-12-22
Genre : Computers
Kind : eBook
Book Rating : 721/5 ( reviews)

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Book Synopsis Innovations in Hybrid Intelligent Systems by : Emilio Corchado

Download or read book Innovations in Hybrid Intelligent Systems written by Emilio Corchado. This book was released on 2007-12-22. Available in PDF, EPUB and Kindle. Book excerpt: This carefully edited book combines symbolic and sub-symbolic techniques to construct more robust and reliable problem solving models. This volume focused on "Hybrid Artificial Intelligence Systems" contains a collection of papers that were presented at the 2nd International Workshop on Hybrid Artificial Intelligence Systems, held in 12 - 13 November, 2007, Salamanca, Spain.

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