Brain And Nature Inspired Learning Computation And Recognition

Author : Licheng Jiao,Ronghua Shang,Fang Liu,Weitong Zhang
Publisher : Elsevier
Page : 788 pages
File Size : 40,7 Mb
Release : 2020-01-18
Category : Technology & Engineering
ISBN : 9780128204047

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Brain and Nature-Inspired Learning, Computation and Recognition by Licheng Jiao,Ronghua Shang,Fang Liu,Weitong Zhang Pdf

Brain and Nature-Inspired Learning, Computation and Recognition presents a systematic analysis of neural networks, natural computing, machine learning and compression, algorithms and applications inspired by the brain and biological mechanisms found in nature. Sections cover new developments and main applications, algorithms and simulations. Developments in brain and nature-inspired learning have promoted interest in image processing, clustering problems, change detection, control theory and other disciplines. The book discusses the main problems and applications pertaining to bio-inspired computation and recognition, introducing algorithm implementation, model simulation, and practical application of parameter setting. Readers will find solutions to problems in computation and recognition, particularly neural networks, natural computing, machine learning and compressed sensing. This volume offers a comprehensive and well-structured introduction to brain and nature-inspired learning, computation, and recognition. Presents an invaluable systematic introduction to brain and nature-inspired learning, computation and recognition Describes the biological mechanisms, mathematical analyses and scientific principles behind brain and nature-inspired learning, calculation and recognition Systematically analyzes neural networks, natural computing, machine learning and compression, algorithms and applications inspired by the brain and biological mechanisms found in nature Discusses the theory and application of algorithms and neural networks, natural computing, machine learning and compression perception

Author : Shai Avidan,Gabriel Brostow,Moustapha Cissé,Giovanni Maria Farinella,Tal Hassner
Publisher : Springer Nature
Page : 810 pages
File Size : 52,5 Mb
Release : 2022-10-22
Category : Computers
ISBN : 9783031198212

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Computer Vision – ECCV 2022 by Shai Avidan,Gabriel Brostow,Moustapha Cissé,Giovanni Maria Farinella,Tal Hassner Pdf

The 39-volume set, comprising the LNCS books 13661 until 13699, constitutes the refereed proceedings of the 17th European Conference on Computer Vision, ECCV 2022, held in Tel Aviv, Israel, during October 23–27, 2022. The 1645 papers presented in these proceedings were carefully reviewed and selected from a total of 5804 submissions. The papers deal with topics such as computer vision; machine learning; deep neural networks; reinforcement learning; object recognition; image classification; image processing; object detection; semantic segmentation; human pose estimation; 3d reconstruction; stereo vision; computational photography; neural networks; image coding; image reconstruction; object recognition; motion estimation.

Author : Sagit Valeev,Natalya Kondratyeva
Publisher : Elsevier
Page : 314 pages
File Size : 40,6 Mb
Release : 2021-02-18
Category : Technology & Engineering
ISBN : 9780128220672

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Process Safety and Big Data by Sagit Valeev,Natalya Kondratyeva Pdf

Process Safety and Big Data discusses the principles of process safety and advanced information technologies. It explains how these principles are applied to the process industry and provides examples of applications in process safety control and decision support systems.This book helps to address problems that researchers face in industry that are the result of increased process complexity and that have an impact on safety issues. It shows ways to tackle these safety issues by implementing modern information technologies, such as big data analysis and artificial intelligence. It provides an integrated approach to modern information technologies used in control and management of process safety in industry. The book also considers indicators and criteria in effective safety decisions, and addresses the issue of how big data would provide support for improved, autonomous, data-driven decisions. Paves the way for the digital transformation of safety science and safety management Takes a system approach to advanced information technologies used in process safety Applies big data technologies to process safety Includes multiple pertinent case studies

Author : Katrin Amunts,Lucio Grandinetti,Thomas Lippert,Nicolai Petkov
Publisher : Springer Nature
Page : 159 pages
File Size : 49,9 Mb
Release : 2021-07-20
Category : Computers
ISBN : 9783030824273

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Brain-Inspired Computing by Katrin Amunts,Lucio Grandinetti,Thomas Lippert,Nicolai Petkov Pdf

This open access book constitutes revised selected papers from the 4th International Workshop on Brain-Inspired Computing, BrainComp 2019, held in Cetraro, Italy, in July 2019. The 11 papers presented in this volume were carefully reviewed and selected for inclusion in this book. They deal with research on brain atlasing, multi-scale models and simulation, HPC and data infra-structures for neuroscience as well as artificial and natural neural architectures.

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 1780 pages
File Size : 45,7 Mb
Release : 2016-07-26
Category : Computers
ISBN : 9781522507895

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Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

As technology continues to become more sophisticated, mimicking natural processes and phenomena also becomes more of a reality. Continued research in the field of natural computing enables an understanding of the world around us, in addition to opportunities for man-made computing to mirror the natural processes and systems that have existed for centuries. Nature-Inspired Computing: Concepts, Methodologies, Tools, and Applications takes an interdisciplinary approach to the topic of natural computing, including emerging technologies being developed for the purpose of simulating natural phenomena, applications across industries, and the future outlook of biologically and nature-inspired technologies. Emphasizing critical research in a comprehensive multi-volume set, this publication is designed for use by IT professionals, researchers, and graduate students studying intelligent computing.

Author : Nunes de Castro, Leandro
Publisher : IGI Global
Page : 435 pages
File Size : 50,8 Mb
Release : 2012-05-31
Category : Medical
ISBN : 9781466615755

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Nature-Inspired Computing Design, Development, and Applications by Nunes de Castro, Leandro Pdf

The observation of nature has been the inspiration for many materials, laws, and theories, as well as computational methods. Nature-Inspired computing Design, Development, and Applications covers all the main areas of natural computing, from methods to computationally synthesized natural phenomena, to computing paradigms based on natural materials. This volume is comprised of ideas and research from nature to develop computational systems or materials to perform computation. Researchers, academic educators, and professionals will find a comprehensive view of all aspects of natural computing with emphasis on its main branches.

Author : Rong Chen,Tianyi Yan,Yiannis Ventikos
Publisher : Frontiers Media SA
Page : 290 pages
File Size : 48,9 Mb
Release : 2021-04-16
Category : Science
ISBN : 9782889666836

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Brain-inspired Machine Learning and Computation for Brain-Behavior Analysis by Rong Chen,Tianyi Yan,Yiannis Ventikos Pdf

Author : Hongjiang Song
Publisher : Lulu.com
Page : 382 pages
File Size : 52,9 Mb
Release : 2024-06-09
Category : Electronic
ISBN : 9781387847167

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Nature-Inspired VLSI Circuits - From Concept to Implementation by Hongjiang Song Pdf

Author : Khalid Raza
Publisher : Springer Nature
Page : 340 pages
File Size : 45,5 Mb
Release : 2022-10-31
Category : Technology & Engineering
ISBN : 9789811963797

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Nature-Inspired Intelligent Computing Techniques in Bioinformatics by Khalid Raza Pdf

This book encapsulates and occupies recent advances and state-of-the-art applications of nature-inspired computing (NIC) techniques in the field of bioinformatics and computational biology, which would aid medical sciences in various clinical applications. This edited volume covers fundamental applications, scope, and future perspectives of NIC techniques in bioinformatics including genomic profiling, gene expression data classification, DNA computation, systems and network biology, solving personalized therapy complications, antimicrobial resistance in bacterial pathogens, and computer-aided drug design, discovery, and therapeutics. It also covers the role of NIC techniques in various diseases and disorders, including cancer detection and diagnosis, breast cancer, lung disorder detection, disease biomarkers, and potential therapeutics identifications.

Author : Dana H. Ballard
Publisher : MIT Press
Page : 338 pages
File Size : 54,5 Mb
Release : 1999-01-22
Category : Psychology
ISBN : 0262522586

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An Introduction to Natural Computation by Dana H. Ballard Pdf

This book provides a comprehensive introduction to the computational material that forms the underpinnings of the currently evolving set of brain models. It is now clear that the brain is unlikely to be understood without recourse to computational theories. The theme of An Introduction to Natural Computation is that ideas from diverse areas such as neuroscience, information theory, and optimization theory have recently been extended in ways that make them useful for describing the brains programs. This book provides a comprehensive introduction to the computational material that forms the underpinnings of the currently evolving set of brain models. It stresses the broad spectrum of learning models—ranging from neural network learning through reinforcement learning to genetic learning—and situates the various models in their appropriate neural context. To write about models of the brain before the brain is fully understood is a delicate matter. Very detailed models of the neural circuitry risk losing track of the task the brain is trying to solve. At the other extreme, models that represent cognitive constructs can be so abstract that they lose all relationship to neurobiology. An Introduction to Natural Computation takes the middle ground and stresses the computational task while staying near the neurobiology.

Author : Hiram Eredín Ponce Espinosa
Publisher : Springer
Page : 289 pages
File Size : 44,7 Mb
Release : 2015-12-16
Category : Technology & Engineering
ISBN : 9783319262307

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Nature-Inspired Computing for Control Systems by Hiram Eredín Ponce Espinosa Pdf

The book presents recent advances in nature-inspired computing, giving a special emphasis to control systems applications. It reviews different techniques used for simulating physical, chemical, biological or social phenomena at the purpose of designing robust, predictive and adaptive control strategies. The book is a collection of several contributions, covering either more general approaches in control systems, or methodologies for control tuning and adaptive controllers, as well as exciting applications of nature-inspired techniques in robotics. On one side, the book is expected to motivate readers with a background in conventional control systems to try out these powerful techniques inspired by nature. On the other side, the book provides advanced readers with a deeper understanding of the field and a broad spectrum of different methods and techniques. All in all, the book is an outstanding, practice-oriented reference guide to nature-inspired computing addressing graduate students, researchers and practitioners in the field of control engineering.

Author : Jinchang Ren,Amir Hussain,Huimin Zhao,Kaizhu Huang,Jiangbin Zheng,Jun Cai,Rongjun Chen,Yinyin Xiao
Publisher : Springer Nature
Page : 606 pages
File Size : 47,9 Mb
Release : 2020-01-31
Category : Computers
ISBN : 9783030394318

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Advances in Brain Inspired Cognitive Systems by Jinchang Ren,Amir Hussain,Huimin Zhao,Kaizhu Huang,Jiangbin Zheng,Jun Cai,Rongjun Chen,Yinyin Xiao Pdf

This book constitutes the refereed proceedings of the 10th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2019, held in Guangzhou, China, in July 2019. The 57 papers presented in this volume were carefully reviewed and selected from 129 submissions. The papers are organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; and data analysis and natural language processing.

Author : Carlos Coello Coello,Clarisse Dhaenens,Laetitia Jourdan
Publisher : Springer Science & Business Media
Page : 204 pages
File Size : 48,7 Mb
Release : 2010-02-04
Category : Mathematics
ISBN : 9783642112171

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Advances in Multi-Objective Nature Inspired Computing by Carlos Coello Coello,Clarisse Dhaenens,Laetitia Jourdan Pdf

The purpose of this book is to collect contributions that deal with the use of nature inspired metaheuristics for solving multi-objective combinatorial optimization problems. Such a collection intends to provide an overview of the state-of-the-art developments in this field, with the aim of motivating more researchers in operations research, engineering, and computer science, to do research in this area. As such, this book is expected to become a valuable reference for those wishing to do research on the use of nature inspired metaheuristics for solving multi-objective combinatorial optimization problems.

Author : Jinchang Ren,Amir Hussain,Jiangbin Zheng,Cheng-Lin Liu,Bin Luo,Huimin Zhao,Xinbo Zhao
Publisher : Springer
Page : 870 pages
File Size : 45,5 Mb
Release : 2018-10-05
Category : Computers
ISBN : 9783030005634

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Advances in Brain Inspired Cognitive Systems by Jinchang Ren,Amir Hussain,Jiangbin Zheng,Cheng-Lin Liu,Bin Luo,Huimin Zhao,Xinbo Zhao Pdf

This book constitutes the refereed proceedings of the 9th International Conference on Advances in Brain Inspired Cognitive Systems, BICS 2018, held in Xi’an, China, in July 2018. The 83 papers presented in this volume were carefully reviewed and selected from 137 submissions. The papers were organized in topical sections named: neural computation; biologically inspired systems; image recognition: detection, tracking and classification; data analysis and natural language processing; and applications.

Author : Shishir Kumar Shandilya,Agni Datta,Atulya K. Nagar
Publisher : Springer Nature
Page : 325 pages
File Size : 52,9 Mb
Release : 2024-01-15
Category : Technology & Engineering
ISBN : 9789819970810

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A Nature-Inspired Approach to Cryptology by Shishir Kumar Shandilya,Agni Datta,Atulya K. Nagar Pdf

This book introduces nature-inspired algorithms and their applications to modern cryptography. It helps the readers to get into the field of nature-based approaches to solve complex cryptographic issues. This book provides a comprehensive view of nature-inspired research which could be applied in cryptography to strengthen security. It will also explore the novel research directives such as Clever algorithms and immune-based cyber resilience. New experimented nature-inspired approaches are having enough potential to make a huge impact in the field of cryptanalysis. This book gives a lucid introduction to this exciting new field and will promote further research in this domain. The book discusses the current landscape of cryptography and nature-inspired research and will be helpful to prospective students and professionals to explore further.