Probabilistic and Biologically Inspired Feature Representations, Michael Felsberg

Автор: Michael Felsberg
Название: Probabilistic and Biologically Inspired Feature Representations
ISBN: 1681730235 ISBN-13(EAN): 9781681730233
Издательство: Mare Nostrum (Eurospan)
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Цена: 46200.00 T
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Описание: Under the title Probabilistic and Biologically Inspired Feature Representations, this text collects a substantial amount of work on the topic of channel representations. Channel representations are a biologically motivated, wavelet-like approach to visual feature descriptors: they are local and compact, they form a computational framework, and the represented information can be reconstructed. The first property is shared with many histogram- and signature-based descriptors, the latter property with the related concept of population codes. In their unique combination of properties, channel representations become a visual Swiss army knife—they can be used for image enhancement, visual object tracking, as 2D and 3D descriptors, and for pose estimation. In the chapters of this text, the framework of channel representations will be introduced and its attributes will be elaborated, as well as further insight into its probabilistic modeling and algorithmic implementation will be given. Channel representations are a useful toolbox to represent visual information for machine learning, as they establish a generic way to compute popular descriptors such as HOG, SIFT, and SHOT. Even in an age of deep learning, they provide a good compromise between hand-designed descriptors and a-priori structureless feature spaces as seen in the layers of deep networks.

Автор: Alexei V. Samsonovich; Valentin V. Klimov
Название: Biologically Inspired Cognitive Architectures (BICA) for Young Scientists
ISBN: 3319639390 ISBN-13(EAN): 9783319639390
Издательство: Springer
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Цена: 186330.00 T
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Описание: This book includes papers from the second year of the prestigious First International Early Research Career Enhancement School (FIERCES) series: a successful, new format that puts a school in direct connection with a conference and a social program, all dedicated to young scientists.

Автор: Nelishia Pillay; Andries P. Engelbrecht; Ajith Abr
Название: Advances in Nature and Biologically Inspired Computing
ISBN: 331927399X ISBN-13(EAN): 9783319273990
Издательство: Springer
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Цена: 177010.00 T
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Описание: World Congress on Nature and Biologically InspiredComputing (NaBIC) is organized to discuss the state-of-the-art as well as toaddress various issues with respect to Nurturing Intelligent Computing TowardsAdvancement of Machine Intelligence.

Автор: Alexei V. Samsonovich; Valentin V. Klimov; Galina
Название: Biologically Inspired Cognitive Architectures (BICA) for Young Scientists
ISBN: 3319325531 ISBN-13(EAN): 9783319325538
Издательство: Springer
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Цена: 156720.00 T
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Описание: This book presents cutting-edge research focused on current challenges towards the realization of Biologically Inspired intelligent agents, or Cognitive Architectures (BICA).

Автор: Andrew Lewis; Sanaz Mostaghim; Marcus Randall
Название: Biologically-Inspired Optimisation Methods
ISBN: 3642101771 ISBN-13(EAN): 9783642101779
Издательство: Springer
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Цена: 174130.00 T
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Описание: This book covers the latest theories, applications and techniques in Biologically-Inspired Optimisation Methods. Many chapters derive from studies presented at workshops and international conferences on e-Science, Grid Computing and Evolutionary computation.

Автор: Jakimovski
Название: Biologically Inspired Approaches for Locomotion, Anomaly Detection and Reconfiguration for Walking Robots
ISBN: 3642225047 ISBN-13(EAN): 9783642225048
Издательство: Springer
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Цена: 130430.00 T
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Описание: The increasing presence of mobile robots in our everyday lives introduces the requirements for their intelligent and autonomous features. Therefore the next generation of mobile robots should be more self-capable, in respect to: increasing of their functionality in unforeseen situations, decreasing of the human involvement in their everyday operations and their maintenance; being robust; fault tolerant and reliable in their operation.Although mobile robotic systems have been a topic of research for decades and aside the technology improvements nowadays, the subject on how to program and making them more autonomous in their operations is still an open field for research.Applying bio-inspired, organic approaches in robotics domain is one of the methodologies that are considered that would help on making the robots more autonomous and self-capable, i.e. having properties such as: self-reconfiguration, self-adaptation, self-optimization, etc.In this book several novel biologically inspired approaches for walking robots (multi-legged and humanoid) domain are introduced and elaborated. They are related to self-organized and self-stabilized robot walking, anomaly detection within robot systems using self-adaptation, and mitigating the faulty robot conditions by self-reconfiguration of a multi-legged walking robot. The approaches presented have been practically evaluated in various test scenarios, the results from the experiments are discussed in details and their practical usefulness is validated.

Автор: Juan Romero; James McDermott; Jo?o Correia
Название: Evolutionary and Biologically Inspired Music, Sound, Art and Design
ISBN: 3662443341 ISBN-13(EAN): 9783662443347
Издательство: Springer
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Цена: 37270.00 T
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Описание:

Probabilistic Decision Making for Interactive Evolution with Sensitivity Analysis.- An Interface for Fitness Function Design.- Balancing Act: Variation and Utility in Evolutionary Art.- Size Does Not Matter: Evolving Parameters for a Cayley Graph Visualiser Using 64 Bits.- A Complexity Approach for Identifying Aesthetic Composite Landscapes.- Feature Construction Using Genetic Programming for Classification of Images by Aesthetic Value.- Authorship and Aesthetics Experiments: Comparison of Results between Human and Computational Systems.- An Indirect Fitness Scheme for Automated Evolution of Aesthetic Images.- A Novelty Search and Power-Law-Based Genetic Algorithm for Exploring Harmonic Spaces in J.S. Bach Chorales.- Genomic: Evolving Sound Treatments Using Genetic Algorithms.- Evolving an Aircraft Using a Parametric Design System.

Автор: Auke Jan Ijspeert; Toshimitsu Masuzawa; Shinji Kus
Название: Biologically Inspired Approaches to Advanced Information Technology
ISBN: 3540312536 ISBN-13(EAN): 9783540312536
Издательство: Springer
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Цена: 81050.00 T
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Описание: Covers the refereed proceedings of the Second International Workshop on Biologically Inspired Approaches to Advanced Information Technology, BioADIT 2006. This book features contributions that range from basic research in biology and in information technology, to more application-oriented developments in software and in hardware.

Автор: Alam
Название: Biologically-Inspired Techniques For Knowledge Discovery And Data Mining
ISBN: 1466660783 ISBN-13(EAN): 9781466660786
Издательство: Mare Nostrum (Eurospan)
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Цена: 257790.00 T
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Описание: 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.

Автор: Penousal Machado; James McDermott; Adrian Carballa
Название: Evolutionary and Biologically Inspired Music, Sound, Art and Design
ISBN: 3642369545 ISBN-13(EAN): 9783642369544
Издательство: Springer
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Цена: 42860.00 T
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Описание: This book constitutes the refereed proceedings of the Second International Conference on Biologically Inspired Music, Sound, Art and Design, EvoMUSART 2013, held in Vienna, Austria, in March 2013, colocated with the Evo* 2013 events EuroGP, EvoCOP, EvoBIO, and EvoApplications.

Автор: Temel Turgay
Название: System and Circuit Design for Biologically-inspired Intellig
ISBN: 1609600185 ISBN-13(EAN): 9781609600181
Издательство: Mare Nostrum (Eurospan)
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Цена: 189030.00 T
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Описание: Despite significant research and studies in biologically-inspired circuit design, the capability of the biological creatures still excels that of artificially human-made systems inspired in terms of adaptivity, sensitivity, and spectral characteristics. System and Circuit Design for Biologically-Inspired Intelligent Learning aims to bridge that gap in the belief that compact organization and arrangement of the circuit and system design will be a major factor in attaining the pursued benefits of biological systems. Including research from abstract fields such as psychology to more concrete topics including circuit design, this text is designed for even fresh reader to make a smooth transition from principles to system/circuit architectures which simulate learning intelligence.

Автор: Mike Hinchey; Bernd Kleinjohann; Lisa Kleinjohann;
Название: Distributed, Parallel and Biologically Inspired Systems
ISBN: 3642422926 ISBN-13(EAN): 9783642422928
Издательство: Springer
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Цена: 85710.00 T
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Описание: st This volume contains the proceedings of two conferences held as part of the 21 IFIP World Computer Congress in Brisbane, Australia, 20-23 September 2010.