Biologically Inspired Approaches To Advanced Information Technology

Author : Auke Jan Ijspeert,Masayuki Murata,Naoki Wakamiya
Publisher : Springer Science & Business Media
Page : 527 pages
File Size : 40,5 Mb
Release : 2004-10-22
Category : Computers
ISBN : 9783540233398

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Biologically Inspired Approaches to Advanced Information Technology by Auke Jan Ijspeert,Masayuki Murata,Naoki Wakamiya Pdf

The evolution of the Internet has led us to the new era of the information infrastructure. As the information systems operating on the Internet are getting larger and more complicated, it is clear that the traditional approaches based on centralized mechanisms are no longer meaningful. One typical example can be found in the recent growing interest in a P2P (peer-to-peer) computing paradigm. It is quite different from the Web-based client-server systems, which adopt essentially centralized management mechanisms. The P2P computing environment has the potential to overcome bottlenecks in Web computing paradigm, but it introduces another difficulty, a scalability problem in terms of information found, if we use a brute-force flooding mechanism. As such, conventional information systems have been designed in a centralized fashion. As the Internet is deployed on a world scale, however, the information systems have been growing, and it becomes more and more difficult to ensure fau- free operation. This has long been a fundamental research topic in the field. A complex information system is becoming more than we can manage. For these reasons, there has recently been a significant increase in interest in biologically inspired approaches to designing future information systems that can be managed efficiently and correctly.

Author : Auke Jan Ijspeert
Publisher : Springer Science & Business Media
Page : 401 pages
File Size : 52,5 Mb
Release : 2006-01-11
Category : Computers
ISBN : 9783540312536

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Biologically Inspired Approaches to Advanced Information Technology by Auke Jan Ijspeert Pdf

The refereed proceedings of the Second International Workshop on Biologically Inspired Approaches to Advanced Information Technology, BioADIT 2006. The contributions range from basic research in biology and in information technology, to more application-oriented developments in software and in hardware. The papers are organized in topical sections on robotics, networking, biological systems, self-organization, evolutionary computation, and modeling and imaging.

Author : Falko Dressler
Publisher : Springer Science & Business Media
Page : 306 pages
File Size : 52,8 Mb
Release : 2007-07-09
Category : Computers
ISBN : 9783540726920

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Advances in Biologically Inspired Information Systems by Falko Dressler Pdf

Technology is taking us to a world where myriads of networked devices interact with the physical world in multiple ways and at multiple scales. This book presents a comprehensive overview of the most promising research directions in the area of bio-inspired computing. According to the broad spectrum addressed by the different chapters, a rich variety of biological principles and their application to ICT systems are presented.

Author : Auke Jan Ijspeert,Masayuki Murata,Naoki Wakamiya
Publisher : Springer
Page : 516 pages
File Size : 40,9 Mb
Release : 2014-03-12
Category : Computers
ISBN : 3662209330

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Biologically Inspired Approaches to Advanced Information Technology by Auke Jan Ijspeert,Masayuki Murata,Naoki Wakamiya Pdf

The evolution of the Internet has led us to the new era of the information infrastructure. As the information systems operating on the Internet are getting larger and more complicated, it is clear that the traditional approaches based on centralized mechanisms are no longer meaningful. One typical example can be found in the recent growing interest in a P2P (peer-to-peer) computing paradigm. It is quite different from the Web-based client-server systems, which adopt essentially centralized management mechanisms. The P2P computing environment has the potential to overcome bottlenecks in Web computing paradigm, but it introduces another difficulty, a scalability problem in terms of information found, if we use a brute-force flooding mechanism. As such, conventional information systems have been designed in a centralized fashion. As the Internet is deployed on a world scale, however, the information systems have been growing, and it becomes more and more difficult to ensure fau- free operation. This has long been a fundamental research topic in the field. A complex information system is becoming more than we can manage. For these reasons, there has recently been a significant increase in interest in biologically inspired approaches to designing future information systems that can be managed efficiently and correctly.

Author : Vallverdú, Jordi,Mazzara, Manuel,Talanov, Max,Distefano, Salvatore,Lowe, Robert
Publisher : IGI Global
Page : 297 pages
File Size : 45,9 Mb
Release : 2017-01-25
Category : Computers
ISBN : 9781522519485

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Advanced Research on Biologically Inspired Cognitive Architectures by Vallverdú, Jordi,Mazzara, Manuel,Talanov, Max,Distefano, Salvatore,Lowe, Robert Pdf

There are many different approaches to understanding human consciousness. By conducting research to better understand various biological mechanisms, these can be redefined and utilized for technological purposes. Advanced Research on Biologically Inspired Cognitive Architectures is an essential reference source for the latest scholarly research on the biological elements of human cognition and examines the applications of consciousness within computing environments. Featuring exhaustive coverage on a broad range of innovative topics and perspectives, such as artificial intelligence, bio-robotics, and human-computer interaction, this publication is ideally designed for academics, researchers, professionals, graduate students, and practitioners seeking current research on the exploration of the intricacies of consciousness and different approaches of perception.

Author : Falko Dressler,Iacopo Carreras
Publisher : Springer
Page : 302 pages
File Size : 46,8 Mb
Release : 2007-07-03
Category : Technology & Engineering
ISBN : 9783540726937

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Advances in Biologically Inspired Information Systems by Falko Dressler,Iacopo Carreras Pdf

Technology is taking us to a world where myriads of networked devices interact with the physical world in multiple ways and at multiple scales. This book presents a comprehensive overview of the most promising research directions in the area of bio-inspired computing. According to the broad spectrum addressed by the different chapters, a rich variety of biological principles and their application to ICT systems are presented.

Author : Dario Floreano,Claudio Mattiussi
Publisher : MIT Press
Page : 674 pages
File Size : 52,8 Mb
Release : 2023-04-04
Category : Computers
ISBN : 9780262547734

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Bio-Inspired Artificial Intelligence by Dario Floreano,Claudio Mattiussi Pdf

A comprehensive introduction to new approaches in artificial intelligence and robotics that are inspired by self-organizing biological processes and structures. New approaches to artificial intelligence spring from the idea that intelligence emerges as much from cells, bodies, and societies as it does from evolution, development, and learning. Traditionally, artificial intelligence has been concerned with reproducing the abilities of human brains; newer approaches take inspiration from a wider range of biological structures that that are capable of autonomous self-organization. Examples of these new approaches include evolutionary computation and evolutionary electronics, artificial neural networks, immune systems, biorobotics, and swarm intelligence—to mention only a few. This book offers a comprehensive introduction to the emerging field of biologically inspired artificial intelligence that can be used as an upper-level text or as a reference for researchers. Each chapter presents computational approaches inspired by a different biological system; each begins with background information about the biological system and then proceeds to develop computational models that make use of biological concepts. The chapters cover evolutionary computation and electronics; cellular systems; neural systems, including neuromorphic engineering; developmental systems; immune systems; behavioral systems—including several approaches to robotics, including behavior-based, bio-mimetic, epigenetic, and evolutionary robots; and collective systems, including swarm robotics as well as cooperative and competitive co-evolving systems. Chapters end with a concluding overview and suggested reading.

Author : Acharjya, D.P.,Mitra, Anirban
Publisher : IGI Global
Page : 388 pages
File Size : 43,8 Mb
Release : 2017-02-14
Category : Computers
ISBN : 9781522523765

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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 : Jeff Clune
Publisher : Unknown
Page : 254 pages
File Size : 55,6 Mb
Release : 2010
Category : Evolutionary computation
ISBN : MSU:31293030635787

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Evolving Artificial Neural Networks with Generative Encodings Inspired by Developmental Biology by Jeff Clune Pdf

Author : Nancy Forbes
Publisher : MIT Press
Page : 0 pages
File Size : 54,5 Mb
Release : 2005-09-23
Category : Science
ISBN : 9780262562157

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Imitation of Life by Nancy Forbes Pdf

How scientists are using nature as model and metaphor to reinvent computing: a survey of an emerging field. As computers and the tasks they perform become increasingly complex, researchers are looking to nature—as model and as metaphor—for inspiration. The organization and behavior of biological organisms present scientists with an invitation to reinvent computing for the complex tasks of the future. In Imitation of Life, Nancy Forbes surveys the emerging field of biologically inspired computing, looking at some of the most impressive and influential examples of this fertile synergy. Forbes points out that the influence of biology on computing goes back to the early days of computer science—John von Neumann, the architect of the first digital computer, used the human brain as the model for his design. Inspired by von Neumann and other early visionaries, as well as by her work on the "Ultrascale Computing" project at the Defense Advanced Research Projects Agency (DARPA), Forbes describes the exciting potential of these revolutionary new technologies. She identifies three strains of biologically inspired computing: the use of biology as a metaphor or inspiration for the development of algorithms; the construction of information processing systems that use biological materials or are modeled on biological processes, or both; and the effort to understand how biological organisms "compute," or process information. Forbes then shows us how current researchers are using these approaches. In successive chapters, she looks at artificial neural networks; evolutionary and genetic algorithms, which search for the "fittest" among a generation of solutions; cellular automata; artificial life—not just a simulation, but "alive" in the internal ecosystem of the computer; DNA computation, which uses the encoding capability of DNA to devise algorithms; self-assembly and its potential use in nanotechnology; amorphous computing, modeled on the kind of cooperation seen in a colony of cells or a swarm of bees; computer immune systems; bio-hardware and how bioelectronics compares to silicon; and the "computational" properties of cells.

Author : Leandro N. De Castro,Fernando J. Von Zuben
Publisher : IGI Global
Page : 439 pages
File Size : 43,9 Mb
Release : 2005-01-01
Category : Computers
ISBN : 9781591403142

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Recent Developments in Biologically Inspired Computing by Leandro N. De Castro,Fernando J. Von Zuben Pdf

Recent Developments in Biologically Inspired Computing is necessary reading for undergraduate and graduate students, and researchers interested in knowing the most recent advances in problem solving techniques inspired by nature. This book covers the most relevant areas in computational intelligence, including evolutionary algorithms, artificial neural networks, artificial immune systems and swarm systems. It also brings together novel and philosophical trends in the exciting fields of artificial life and robotics. This book has the advantage of covering a large number of computational approaches, presenting the state-of-the-art before entering into the details of specific extensions and new developments. Pseudocodes, flow charts and examples of applications are provided so as to help newcomers and mature researchers to get the point of the new approaches presented.

Author : Lio, Pietro,Verma, Dinesh
Publisher : IGI Global
Page : 312 pages
File Size : 46,6 Mb
Release : 2011-08-31
Category : Computers
ISBN : 9781613500934

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Biologically Inspired Networking and Sensing: Algorithms and Architectures by Lio, Pietro,Verma, Dinesh Pdf

Biologically Inspired Networking and Sensing: Algorithms and Architectures offers current perspectives and trends in biologically inspired networking, exploring various approaches aimed at improving network paradigms. Research contained within this compendium of research papers and surveys introduces researches in the fields of communication networks, performance modeling, and distributed computing to new advances in networking.

Author : Anonim
Publisher : IGI Global
Page : 1675 pages
File Size : 40,6 Mb
Release : 2009-01-01
Category : Computers
ISBN : 9781599048499

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Encyclopedia of Artificial Intelligence by Anonim Pdf

"This book is a comprehensive and in-depth reference to the most recent developments in the field covering theoretical developments, techniques, technologies, among others"--Provided by publisher.

Author : Jaganathan, Ramkumar,Mehta, Shilpa,Krishan, Ram
Publisher : IGI Global
Page : 291 pages
File Size : 43,6 Mb
Release : 2024-04-15
Category : Business & Economics
ISBN : 9798369320747

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Intelligent Decision Making Through Bio-Inspired Optimization by Jaganathan, Ramkumar,Mehta, Shilpa,Krishan, Ram Pdf

Academic scholars, entrenched in the complexities of various domains, face the daunting task of navigating intricate decision-making scenarios. The prevailing need for efficient and effective decision-making tools becomes increasingly apparent as traditional methodologies struggle to keep pace with the demands of modern research and industry. This pivotal issue necessitates a shift, urging scholars to explore unconventional approaches that can transcend disciplinary boundaries and unlock new dimensions of problem-solving. In response to these pressing challenges, Intelligent Decision Making Through Bio-Inspired Optimization emerges as a beacon of ingenuity. This groundbreaking book transcends usual disciplinary boundaries, seamlessly integrating computer science, artificial intelligence, optimization, and decision science. Its multidisciplinary approach addresses the inherent complexities faced by scholars, offering a comprehensive exploration of nature-inspired algorithms such as genetic algorithms, swarm intelligence, and evolutionary strategies. The book's core mission is to empower academic scholars with the tools to overcome contemporary decision-making hurdles, providing a holistic understanding of these bio-inspired approaches and their potential to revolutionize the scholarly landscape.

Author : Alam, Shafiq
Publisher : IGI Global
Page : 397 pages
File Size : 42,9 Mb
Release : 2014-05-31
Category : Computers
ISBN : 9781466660793

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Biologically-Inspired Techniques for Knowledge Discovery and Data Mining by Alam, Shafiq Pdf

Biologically-inspired data mining has a wide variety of applications in areas such as data clustering, classification, sequential pattern mining, and information extraction in healthcare and bioinformatics. Over the past decade, research materials in this area have dramatically increased, providing clear evidence of the popularity of these techniques. Biologically-Inspired Techniques for Knowledge Discovery and Data Mining exemplifies prestigious research and shares the practices that have allowed these areas to grow and flourish. This essential reference publication highlights contemporary findings in the area of biologically-inspired techniques in data mining domains and their implementation in real-life problems. Providing quality work from established researchers, this publication serves to extend existing knowledge within the research communities of data mining and knowledge discovery, as well as for academicians and students in the field.