Bio Inspired Applications Of Connectionism

Author : Jose Mira,Alberto Prieto
Publisher : Springer
Page : 875 pages
File Size : 45,8 Mb
Release : 2003-06-29
Category : Computers
ISBN : 9783540457237

Get Book

Bio-Inspired Applications of Connectionism by Jose Mira,Alberto Prieto Pdf

Underlying most of the IWANN calls for papers is the aim to reassume some of the motivations of the groundwork stages of biocybernetics and the later bionics formulations and to try to reconsider the present value of two basic questions. The?rstoneis:“Whatdoesneurosciencebringintocomputation(thenew bionics)?” That is to say, how can we seek inspiration in biology? Titles such as “computational intelligence”, “arti?cial neural nets”, “genetic algorithms”, “evolutionary hardware”, “evolutive architectures”, “embryonics”, “sensory n- romorphic systems”, and “emotional robotics” are representatives of the present interest in “biological electronics” (bionics). Thesecondquestionis:“Whatcanreturncomputationtoneuroscience(the new neurocybernetics)?” That is to say, how can mathematics, electronics, c- puter science, and arti?cial intelligence help the neurobiologists to improve their experimental data modeling and to move a step forward towards the understa- ing of the nervous system? Relevant here are the general philosophy of the IWANN conferences, the sustained interdisciplinary approach, and the global strategy, again and again to bring together physiologists and computer experts to consider the common and pertinent questions and the shared methods to answer these questions.

Author : Anonim
Publisher : Unknown
Page : 128 pages
File Size : 55,6 Mb
Release : 2001
Category : Artificial intelligence
ISBN : LCCN:2001042072

Get Book

Bio-inspired applications of connectionism by Anonim Pdf

Author : Jose Mira
Publisher : Springer Science & Business Media
Page : 875 pages
File Size : 50,6 Mb
Release : 2001-06-05
Category : Computers
ISBN : 9783540422372

Get Book

Bio-Inspired Applications of Connectionism by Jose Mira Pdf

This book constitutes, together with its companion LNCS 2084, the refereed proceedings of the 6th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2001, held in Granada, Spain in June 2001. The 200 revised papers presented were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in sections on foundations of connectionism, biophysical models of neurons, structural and functional models of neurons, learning and other plasticity phenomena, complex systems dynamics, artificial intelligence and cognitive processes, methodology for nets design, nets simulation and implementation, bio-inspired systems and engineering, and other applications in a variety of fields.

Author : Jose Mira,Alberto Prieto
Publisher : Springer
Page : 862 pages
File Size : 42,7 Mb
Release : 2003-06-29
Category : Computers
ISBN : 9783540457206

Get Book

Connectionist Models of Neurons, Learning Processes, and Artificial Intelligence by Jose Mira,Alberto Prieto Pdf

Underlying most of the IWANN calls for papers is the aim to reassume some of the motivations of the groundwork stages of biocybernetics and the later bionics formulations and to try to reconsider the present value of two basic questions. The?rstoneis:“Whatdoesneurosciencebringintocomputation(thenew bionics)?” That is to say, how can we seek inspiration in biology? Titles such as “computational intelligence”, “arti?cial neural nets”, “genetic algorithms”, “evolutionary hardware”, “evolutive architectures”, “embryonics”, “sensory n- romorphic systems”, and “emotional robotics” are representatives of the present interest in “biological electronics” (bionics). Thesecondquestionis:“Whatcanreturncomputationtoneuroscience(the new neurocybernetics)?” That is to say, how can mathematics, electronics, c- puter science, and arti?cial intelligence help the neurobiologists to improve their experimental data modeling and to move a step forward towards the understa- ing of the nervous system? Relevant here are the general philosophy of the IWANN conferences, the sustained interdisciplinary approach, and the global strategy, again and again to bring together physiologists and computer experts to consider the common and pertinent questions and the shared methods to answer these questions.

Author : Bernd Reusch
Publisher : Springer Science & Business Media
Page : 769 pages
File Size : 55,7 Mb
Release : 2006-08-18
Category : Computers
ISBN : 9783540311829

Get Book

Computational Intelligence, Theory and Applications by Bernd Reusch Pdf

This book constitutes the refereed proceedings of the 8th Dortmund Fuzzy Days, held in Dortmund, Germany, 2004. The Fuzzy-Days conference has established itself as an international forum for the discussion of new results in the field of Computational Intelligence. All the papers had to undergo a thorough review guaranteeing a solid quality of the programme. The papers are devoted to foundational and practical issues in fuzzy systems, neural networks, evolutionary algorithms, and machine learning and thus cover the whole range of computational intelligence.

Author : Fouad Sabry
Publisher : One Billion Knowledgeable
Page : 122 pages
File Size : 46,9 Mb
Release : 2023-06-22
Category : Computers
ISBN : PKEY:6610000468881

Get Book

Bio Inspired Computing by Fouad Sabry Pdf

What Is Bio Inspired Computing The subject of research known as bio-inspired computing, which is short for biologically inspired computing, is one that focuses on finding solutions to issues in computer science by employing biological models. Connectionism, emergent behavior, and emergence are all related to this concept. Within the field of computer science, artificial intelligence and machine learning are related to the concept of bio-inspired computing. The field of natural computation includes a significant subfield known as bio-inspired computing. How You Will Benefit (I) Insights, and validations about the following topics: Chapter 1: Bio-inspired computing Chapter 2: Connectionism Chapter 3: Evolutionary computation Chapter 4: Computational neuroscience Chapter 5: Neuromorphic engineering Chapter 6: Cognitive architecture Chapter 7: Neural network Chapter 8: Artificial brain Chapter 9: Computational neurogenetic modeling Chapter 10: Spiking neural network (II) Answering the public top questions about bio inspired computing. (III) Real world examples for the usage of bio inspired computing in many fields. Who This Book Is For Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of bio inspired computing. What Is Artificial Intelligence Series The artificial intelligence book series provides comprehensive coverage in over 200 topics. Each ebook covers a specific Artificial Intelligence topic in depth, written by experts in the field. The series aims to give readers a thorough understanding of the concepts, techniques, history and applications of artificial intelligence. Topics covered include machine learning, deep learning, neural networks, computer vision, natural language processing, robotics, ethics and more. The ebooks are written for professionals, students, and anyone interested in learning about the latest developments in this rapidly advancing field. The artificial intelligence book series provides an in-depth yet accessible exploration, from the fundamental concepts to the state-of-the-art research. With over 200 volumes, readers gain a thorough grounding in all aspects of Artificial Intelligence. The ebooks are designed to build knowledge systematically, with later volumes building on the foundations laid by earlier ones. This comprehensive series is an indispensable resource for anyone seeking to develop expertise in artificial intelligence.

Author : Kenan Taş,Dumitru Baleanu,J. A. Tenreiro Machado
Publisher : Springer
Page : 264 pages
File Size : 52,9 Mb
Release : 2018-08-02
Category : Technology & Engineering
ISBN : 9783319909721

Get Book

Mathematical Methods in Engineering by Kenan Taş,Dumitru Baleanu,J. A. Tenreiro Machado Pdf

This book presents recent developments in nonlinear dynamics with an emphasis on complex systems. The volume illustrates new methods to characterize the solutions of nonlinear dynamics associated with complex systems. This book contains the following topics: new solutions of the functional equations, optimization algorithm for traveling salesman problem, fractals, control, fractional calculus models, fractional discretization, local fractional partial differential equations and their applications, and solutions of fractional kinetic equations.

Author : Shan, Yin,Yang, Ang
Publisher : IGI Global
Page : 352 pages
File Size : 53,8 Mb
Release : 2008-02-28
Category : Computers
ISBN : 9781599049632

Get Book

Applications of Complex Adaptive Systems by Shan, Yin,Yang, Ang Pdf

"This book provides an estimable global view of the most up-to-date research on the strategies, applications, practice, and implications of complex adaptive systems, to better understand the various critical systems that surround human life. Researchers will find this book an indispensable state-of-art reference"--Provided by publisher.

Author : José Mira
Publisher : Springer Science & Business Media
Page : 845 pages
File Size : 41,6 Mb
Release : 2003-05-22
Category : Computers
ISBN : 9783540402114

Get Book

Artificial Neural Nets. Problem Solving Methods by José Mira Pdf

The two-volume set LNCS 2686 and LNCS 2687 constitute the refereed proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN 2003, held in Maó, Menorca, Spain in June 2003. The 197 revised papers presented were carefully reviewed and selected for inclusion in the book and address the following topics: mathematical and computational methods in neural modelling, neurophysiological data analysis and modelling, structural and functional models of neurons, learning and other plasticity phenomena, complex systems dynamics, cognitive processes and artificial intelligence, methodologies for net design, bio-inspired systems and engineering, and applications in a broad variety of fields.

Author : Perez-Meana, Hector
Publisher : IGI Global
Page : 462 pages
File Size : 42,9 Mb
Release : 2007-02-28
Category : Computers
ISBN : 9781599041346

Get Book

Advances in Audio and Speech Signal Processing: Technologies and Applications by Perez-Meana, Hector Pdf

"This book provides a comprehensive approach of signal processing tools regarding the enhancement, recognition, and protection of speech and audio signals. It offers researchers and practitioners the information they need to develop and implement efficient signal processing algorithms in the enhancement field"--Provided by publisher.

Author : Cesare Rossi
Publisher : BoD – Books on Demand
Page : 296 pages
File Size : 42,6 Mb
Release : 2008-08-01
Category : Computers
ISBN : 9789537619046

Get Book

Brain, Vision and AI by Cesare Rossi Pdf

The aim of this book is to provide new ideas, original results and practical experiences regarding service robotics. This book provides only a small example of this research activity, but it covers a great deal of what has been done in the field recently. Furthermore, it works as a valuable resource for researchers interested in this field.

Author : Costin Badica,Marcin Paprzycki
Publisher : Springer
Page : 310 pages
File Size : 40,8 Mb
Release : 2010-04-25
Category : Computers
ISBN : 9783540749301

Get Book

Advances in Intelligent and Distributed Computing by Costin Badica,Marcin Paprzycki Pdf

This book presents the proceedings of the 1st International Symposium on Intelligent and Distributed Computing, IDC 2007, held in Craiova, Romania, October 2007. Coverage includes: autonomous and adaptive computing; data mining and knowledge discovery; distributed problem solving and decision making; e-business, e-health and e-learning; genetic algorithms; image processing; information retrieval; intelligence in mobile and ubiquitous computing.

Author : Acharjya, D.P.,Mitra, Anirban
Publisher : IGI Global
Page : 388 pages
File Size : 41,8 Mb
Release : 2017-02-14
Category : Computers
ISBN : 9781522523765

Get Book

Bio-Inspired Computing for Information Retrieval Applications by Acharjya, D.P.,Mitra, Anirban Pdf

The growing presence of biologically-inspired processing has caused significant changes in data retrieval. With the ubiquity of these technologies, more effective and streamlined data processing techniques are available. Bio-Inspired Computing for Information Retrieval Applications is a key resource on the latest advances and research regarding current techniques that have evolved from biologically-inspired processes and its application to a variety of problems. Highlighting multidisciplinary studies on data processing, swarm-based clustering, and evolutionary computation, this publication is an ideal reference source for researchers, academics, professionals, students, and practitioners.

Author : Ayşe Özmen
Publisher : Springer
Page : 139 pages
File Size : 41,9 Mb
Release : 2016-05-11
Category : Business & Economics
ISBN : 9783319308005

Get Book

Robust Optimization of Spline Models and Complex Regulatory Networks by Ayşe Özmen Pdf

This book introduces methods of robust optimization in multivariate adaptive regression splines (MARS) and Conic MARS in order to handle uncertainty and non-linearity. The proposed techniques are implemented and explained in two-model regulatory systems that can be found in the financial sector and in the contexts of banking, environmental protection, system biology and medicine. The book provides necessary background information on multi-model regulatory networks, optimization and regression. It presents the theory of and approaches to robust (conic) multivariate adaptive regression splines - R(C)MARS – and robust (conic) generalized partial linear models – R(C)GPLM – under polyhedral uncertainty. Further, it introduces spline regression models for multi-model regulatory networks and interprets (C)MARS results based on different datasets for the implementation. It explains robust optimization in these models in terms of both the theory and methodology. In this context it studies R(C)MARS results with different uncertainty scenarios for a numerical example. Lastly, the book demonstrates the implementation of the method in a number of applications from the financial, energy, and environmental sectors, and provides an outlook on future research.

Author : Nitta, Tohru
Publisher : IGI Global
Page : 504 pages
File Size : 41,7 Mb
Release : 2009-02-28
Category : Computers
ISBN : 9781605662152

Get Book

Complex-Valued Neural Networks: Utilizing High-Dimensional Parameters by Nitta, Tohru Pdf

"This book covers the current state-of-the-art theories and applications of neural networks with high-dimensional parameters"--Provided by publisher.