Natural And Artificial Computation For Biomedicine And Neuroscience

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Natural and Artificial Computation for Biomedicine and Neuroscience

José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Javier Toledo Moreo,Hojjat Adeli
Natural and Artificial Computation for Biomedicine and Neuroscience Book PDF

Author : José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Javier Toledo Moreo,Hojjat Adeli
Publisher : Springer
Page : 476 pages
File Size : 52,5 Mb
Release : 2017-06-10
Category : Computers
ISBN : 9783319597409

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Natural and Artificial Computation for Biomedicine and Neuroscience by José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Javier Toledo Moreo,Hojjat Adeli Pdf

The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017. The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications. The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.

Biomedical Applications Based on Natural and Artificial Computing

José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Javier Toledo Moreo,Hojjat Adeli
Biomedical Applications Based on Natural and Artificial Computing Book PDF

Author : José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Javier Toledo Moreo,Hojjat Adeli
Publisher : Springer
Page : 562 pages
File Size : 42,5 Mb
Release : 2017-06-10
Category : Computers
ISBN : 9783319597737

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Biomedical Applications Based on Natural and Artificial Computing by José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Javier Toledo Moreo,Hojjat Adeli Pdf

The two volumes LNCS 10337 and 10338 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, held in Corunna, Spain, in June 2017. The total of 102 full papers was carefully reviewed and selected from 194 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on natural and artificial computation for biomedicine and neuroscience, addressing topics such as theoretical neural computation; models; natural computing in bioinformatics; physiological computing in affective smart environments; emotions; as well as signal processing and machine learning applied to biomedical and neuroscience applications. The second volume deals with biomedical applications, based on natural and artificial computing and addresses topics such as biomedical applications; mobile brain computer interaction; human robot interaction; deep learning; machine learning applied to big data analysis; computational intelligence in data coding and transmission; and applications.

Artificial Computation in Biology and Medicine

José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Fco. Javier Toledo-Moreo,Hojjat Adeli
Artificial Computation in Biology and Medicine Book PDF

Author : José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Fco. Javier Toledo-Moreo,Hojjat Adeli
Publisher : Springer
Page : 546 pages
File Size : 48,6 Mb
Release : 2015-05-22
Category : Computers
ISBN : 9783319189147

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Artificial Computation in Biology and Medicine by José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Fco. Javier Toledo-Moreo,Hojjat Adeli Pdf

The two volumes LNCS 9107 and 9108 constitute the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2015, held in Elche, Spain, in June 2015. The total of 103 contributions was carefully reviewed and selected from 190 submissions during two rounds of reviewing and improvement. The papers are organized in two volumes, one on artificial computation and biology and medicine, addressing topics such as computational neuroscience, neural coding and neuro-informatics, as well as computational foundations and approaches to the study of cognition. The second volume deals with bioinspired computation in artificial systems; topics alluded are bio-inspired circuits and mechanisms, bioinspired programming strategies and bioinspired engineering AI&KE.

Natural and Artificial Computation in Engineering and Medical Applications

Jose Manuel Ferrandez Vicente,Jose Ramon Alvarez Sanchez,Felix de la Paz Lopez,Fco. Javier Toledo Moreo
Natural and Artificial Computation in Engineering and Medical Applications Book PDF

Author : Jose Manuel Ferrandez Vicente,Jose Ramon Alvarez Sanchez,Felix de la Paz Lopez,Fco. Javier Toledo Moreo
Publisher : Springer
Page : 474 pages
File Size : 54,5 Mb
Release : 2013-06-03
Category : Computers
ISBN : 9783642386220

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Natural and Artificial Computation in Engineering and Medical Applications by Jose Manuel Ferrandez Vicente,Jose Ramon Alvarez Sanchez,Felix de la Paz Lopez,Fco. Javier Toledo Moreo Pdf

The two volume-set, LNCS 7930 and LNCS 7931, constitutes the refereed proceedings of the 5th International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2013, held in Mallorca, Spain, in June 2013. The 92 revised full papers presented in LNCS 7930 and LNCS 7931 were carefully reviewed and selected from numerous submissions. The first part, LNCS 7930, entitled "Natural and Artificial Models in Computation and Biology”, includes all the contributions mainly related to the methodological, conceptual, formal, and experimental developments in the fields of neurophysiology and cognitive science. The second part, LNCS 7931, entitled “Natural and Artificial Computation in Engineering and Medical Applications”, contains the papers related to bioinspired programming strategies and all the contributions related to the computational solutions to engineering problems in different application domains, specially Health applications, including the CYTED “Artificial and Natural Computation for Health” (CANS) research network papers. In addition, this two volume-set reflects six interesting areas: cognitive robotics; natural computing; wetware computation; quality of life technologies; biomedical and industrial perception applications; and Web intelligence and neuroscience.

Applied Nature-Inspired Computing: Algorithms and Case Studies

Nilanjan Dey,Amira S. Ashour,Siddhartha Bhattacharyya
Applied Nature Inspired Computing Algorithms and Case Studies Book PDF

Author : Nilanjan Dey,Amira S. Ashour,Siddhartha Bhattacharyya
Publisher : Springer
Page : 275 pages
File Size : 45,8 Mb
Release : 2019-08-10
Category : Technology & Engineering
ISBN : 9789811392634

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Applied Nature-Inspired Computing: Algorithms and Case Studies by Nilanjan Dey,Amira S. Ashour,Siddhartha Bhattacharyya Pdf

This book presents a cutting-edge research procedure in the Nature-Inspired Computing (NIC) domain and its connections with computational intelligence areas in real-world engineering applications. It introduces readers to a broad range of algorithms, such as genetic algorithms, particle swarm optimization, the firefly algorithm, flower pollination algorithm, collision-based optimization algorithm, bat algorithm, ant colony optimization, and multi-agent systems. In turn, it provides an overview of meta-heuristic algorithms, comparing the advantages and disadvantages of each. Moreover, the book provides a brief outline of the integration of nature-inspired computing techniques and various computational intelligence paradigms, and highlights nature-inspired computing techniques in a range of applications, including: evolutionary robotics, sports training planning, assessment of water distribution systems, flood simulation and forecasting, traffic control, gene expression analysis, antenna array design, and scheduling/dynamic resource management.

Bioinspired Applications in Artificial and Natural Computation

Jose Mira,Jose-Ramon Alvarez Sanchez,José M. Ferrández,Felix Paz,Javier Toledo
Bioinspired Applications in Artificial and Natural Computation Book PDF

Author : Jose Mira,Jose-Ramon Alvarez Sanchez,José M. Ferrández,Felix Paz,Javier Toledo
Publisher : Springer Science & Business Media
Page : 551 pages
File Size : 53,8 Mb
Release : 2009-06-12
Category : Computers
ISBN : 9783642022661

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Bioinspired Applications in Artificial and Natural Computation by Jose Mira,Jose-Ramon Alvarez Sanchez,José M. Ferrández,Felix Paz,Javier Toledo Pdf

The two-volume set LNCS 5601 and LNCS 5602 constitutes the refereed proceedings of the Third International Work-Conference on the Interplay between Natural and Artificial Computation, IWINAC 2009, held in Santiago de Compostela, Spain, in June 2009. The 108 revised papers presented are thematically divided into two volumes. The first volume includes papers relating the most recent collaborations with Professor Mira and contributions mainly related with theoretical, conceptual and methodological aspects linking AI and knowledge engineering with neurophysiology, clinics and cognition. The second volume contains all the contributions connected with biologically inspired methods and techniques for solving AI and knowledge engineering problems in different application domains.

Computational Systems Neurobiology

N. Le Novère
Computational Systems Neurobiology Book PDF

Author : N. Le Novère
Publisher : Springer Science & Business Media
Page : 569 pages
File Size : 49,5 Mb
Release : 2012-07-20
Category : Medical
ISBN : 9789400738584

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Computational Systems Neurobiology by N. Le Novère Pdf

Computational neurosciences and systems biology are among the main domains of life science research where mathematical modeling made a difference. This book introduces the many different types of computational studies one can develop to study neuronal systems. It is aimed at undergraduate students starting their research in computational neurobiology or more senior researchers who would like, or need, to move towards computational approaches. Based on their specific project, the readers would then move to one of the more specialized excellent textbooks available in the field. The first part of the book deals with molecular systems biology. Functional genomics is introduced through examples of transcriptomics and proteomics studies of neurobiological interest. Quantitative modelling of biochemical systems is presented in homogeneous compartments and using spatial descriptions. A second part deals with the various approaches to model single neuron physiology, and naturally moves to neuronal networks. A division is focused on the development of neurons and neuronal systems and the book closes on a series of methodological chapters. From the molecules to the organ, thinking at the level of systems is transforming biology and its impact on society. This book will help the reader to hop on the train directly in the tank engine.

Rethinking Consciousness: A Scientific Theory of Subjective Experience

Michael S A Graziano
Rethinking Consciousness A Scientific Theory of Subjective Experience Book PDF

Author : Michael S A Graziano
Publisher : W. W. Norton & Company
Page : 256 pages
File Size : 41,5 Mb
Release : 2019-09-17
Category : Science
ISBN : 9780393652628

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Rethinking Consciousness: A Scientific Theory of Subjective Experience by Michael S A Graziano Pdf

“A first-class intellectual adventure.” —Brian Greene, author of Until the End of Time Illuminating his groundbreaking theory of consciousness, known as the attention schema theory, Michael S. A. Graziano traces the evolution of the mind over millions of years, with examples from the natural world, to show how neurons first allowed animals to develop simple forms of attention and then to construct awareness of the external world and of the self. His theory has fascinating implications for the future: it may point the way to engineers for building consciousness artificially, and even someday taking the natural consciousness of a person and uploading it into a machine for a digital afterlife.

Bio-inspired Neurocomputing

Akash Kumar Bhoi,Pradeep Kumar Mallick,Chuan-Ming Liu,Valentina E. Balas
Bio inspired Neurocomputing Book PDF

Author : Akash Kumar Bhoi,Pradeep Kumar Mallick,Chuan-Ming Liu,Valentina E. Balas
Publisher : Springer Nature
Page : 427 pages
File Size : 41,8 Mb
Release : 2020-07-21
Category : Technology & Engineering
ISBN : 9789811554957

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Bio-inspired Neurocomputing by Akash Kumar Bhoi,Pradeep Kumar Mallick,Chuan-Ming Liu,Valentina E. Balas Pdf

This book covers the latest technological advances in neuro-computational intelligence in biological processes where the primary focus is on biologically inspired neuro-computational techniques. The theoretical and practical aspects of biomedical neural computing, brain-inspired computing, bio-computational models, artificial intelligence (AI) and machine learning (ML) approaches in biomedical data analytics are covered along with their qualitative and quantitative features. The contents cover numerous computational applications, methodologies and emerging challenges in the field of bio-soft computing and bio-signal processing. The authors have taken meticulous care in describing the fundamental concepts, identifying the research gap and highlighting the problems with the strategical computational approaches to address the ongoing challenges in bio-inspired models and algorithms. Given the range of topics covered, this book can be a valuable resource for students, researchers as well as practitioners interested in the rapidly evolving field of neurocomputing and biomedical data analytics.

Computational Neuroscience for Advancing Artificial Intelligence: Models, Methods and Applications

Alonso, Eduardo,Mondrag¢n, Esther
Computational Neuroscience for Advancing Artificial Intelligence Models Methods and Applications Book PDF

Author : Alonso, Eduardo,Mondrag¢n, Esther
Publisher : IGI Global
Page : 396 pages
File Size : 52,5 Mb
Release : 2010-11-30
Category : Computers
ISBN : 9781609600235

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Computational Neuroscience for Advancing Artificial Intelligence: Models, Methods and Applications by Alonso, Eduardo,Mondrag¢n, Esther Pdf

"This book argues that computational models in behavioral neuroscience must be taken with caution, and advocates for the study of mathematical models of existing theories as complementary to neuro-psychological models and computational models"--

International Joint Conference SOCO’18-CISIS’18-ICEUTE’18

Manuel Graña,José Manuel López-Guede,Oier Etxaniz,Álvaro Herrero,José Antonio Sáez,Héctor Quintián,Emilio Corchado
International Joint Conference SOCO 18 CISIS 18 ICEUTE 18 Book PDF

Author : Manuel Graña,José Manuel López-Guede,Oier Etxaniz,Álvaro Herrero,José Antonio Sáez,Héctor Quintián,Emilio Corchado
Publisher : Springer
Page : 613 pages
File Size : 41,8 Mb
Release : 2018-06-06
Category : Technology & Engineering
ISBN : 9783319941202

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International Joint Conference SOCO’18-CISIS’18-ICEUTE’18 by Manuel Graña,José Manuel López-Guede,Oier Etxaniz,Álvaro Herrero,José Antonio Sáez,Héctor Quintián,Emilio Corchado Pdf

This book includes papers presented at SOCO 2018, CISIS 2018 and ICEUTE 2018, all held in the beautiful and historic city of San Sebastian (Spain), in June 2018. Soft computing represents a collection or set of computational techniques in machine learning, computer science and some engineering disciplines, which investigate, simulate, and analyze highly complex issues and phenomena. After a rigorous peer-review process, the 13th SOCO 2018 International Program Committee selected 41 papers, with a special emphasis on optimization, modeling and control using soft computing techniques and soft computing applications in the field of industrial and environmental enterprises. The aim of the 11th CISIS 2018 conference was to offer a meeting opportunity for academic and industry researchers from the vast areas of computational intelligence, information security, and data mining. The need for intelligent, flexible behaviour by large, complex systems, especially in mission-critical domains, was the catalyst for the overall event.Eight of the papers included in the book were selected by the CISIS 2018 International Program Committee. The International Program Committee of ICEUTE 2018 selected 11 papers for inclusion in these conference proceedings.

Consciousness in Humanoid Robots

Antonio Chella,Angelo Cangelosi,Giorgio Metta,Selmer Bringsjord
Consciousness in Humanoid Robots Book PDF

Author : Antonio Chella,Angelo Cangelosi,Giorgio Metta,Selmer Bringsjord
Publisher : Frontiers Media SA
Page : 218 pages
File Size : 42,6 Mb
Release : 2019-06-05
Category : Electronic
ISBN : 9782889458660

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Consciousness in Humanoid Robots by Antonio Chella,Angelo Cangelosi,Giorgio Metta,Selmer Bringsjord Pdf

Building a conscious robot is a scientific and technological challenge. Debates about the possibility of conscious robots and the related positive outcomes and hazards for human beings are today no longer confined to philosophical circles. Robot consciousness is a research field aimed at a two-part goal: on the one hand, scholars working in robot consciousness take inspiration from biological consciousness to build robots that present forms of experiential and functional consciousness. On the other hand, scholars employ robots as tools to better understand biological consciousness. Thus, part one of the goal concerns the replication of aspects of biological consciousness in robots, by unifying a variety of approaches from AI and robotics, cognitive robotics, epigenetic and affective robotics, situated and embodied robotics, developmental robotics, anticipatory systems, and biomimetic robotics. Part two of the goal is pursued by employing robots to advance and mark progress in the study of consciousness in humans and animals. Notably, neuroscientists involved in the study of consciousness do not exclude the possibility that robots may be conscious. This eBook comprises a collection of thirteen manuscripts and an Editorial published by Frontiers in Robotics and Artificial Intelligence, under the section Humanoid Robotics, and Frontiers in Neurorobotics, on the topic “Consciousness in Humanoid Robots.” This compendium aims at collating the most recent theoretical studies, models, and case studies of machine consciousness that take the humanoid robot as a frame of reference. The content in the articles may be applied to many different kinds of robots, and to software agents as well.

Soft Computing for Problem Solving

Aruna Tiwari,Kapil Ahuja,Anupam Yadav,Jagdish Chand Bansal,Kusum Deep,Atulya K. Nagar
Soft Computing for Problem Solving Book PDF

Author : Aruna Tiwari,Kapil Ahuja,Anupam Yadav,Jagdish Chand Bansal,Kusum Deep,Atulya K. Nagar
Publisher : Springer Nature
Page : 779 pages
File Size : 47,5 Mb
Release : 2021-10-13
Category : Technology & Engineering
ISBN : 9789811627095

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Soft Computing for Problem Solving by Aruna Tiwari,Kapil Ahuja,Anupam Yadav,Jagdish Chand Bansal,Kusum Deep,Atulya K. Nagar Pdf

This two-volume book provides an insight into the 10th International Conference on Soft Computing for Problem Solving (SocProS 2020). This international conference is a joint technical collaboration of Soft Computing Research Society and Indian Institute of Technology Indore. The book presents the latest achievements and innovations in the interdisciplinary areas of soft computing. It brings together the researchers, engineers and practitioners to discuss thought-provoking developments and challenges, in order to select potential future directions. It covers original research papers in the areas including but not limited to algorithms (artificial immune system, artificial neural network, genetic algorithm, genetic programming and particle swarm optimization) and applications (control systems, data mining and clustering, finance, weather forecasting, game theory, business and forecasting applications). The book will be beneficial for young as well as experienced researchers dealing across complex and intricate real-world problems for which finding a solution by traditional methods is a difficult task.

An Introduction to Natural Computation

Dana H. Ballard
An Introduction to Natural Computation Book PDF

Author : Dana H. Ballard
Publisher : MIT Press
Page : 338 pages
File Size : 40,6 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.

Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications

José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Hojjat Adeli
Artificial Intelligence in Neuroscience Affective Analysis and Health Applications Book PDF

Author : José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Hojjat Adeli
Publisher : Springer Nature
Page : 675 pages
File Size : 48,6 Mb
Release : 2022-05-24
Category : Medical
ISBN : 9783031062421

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Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications by José Manuel Ferrández Vicente,José Ramón Álvarez-Sánchez,Félix de la Paz López,Hojjat Adeli Pdf

The two volume set LNCS 13258 and 13259 constitutes the proceedings of the International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, held in Puerto de la Cruz, Tenerife, Spain in May – June 2022. The total of 121 contributions was carefully reviewed and selected from 203 submissions. The papers are organized in two volumes, with the following topical sub-headings: Part I: Machine Learning in Neuroscience; Neuromotor and Cognitive Disorders; Affective Analysis; Health Applications, Part II: Affective Computing in Ambient Intelligence; Bioinspired Computing Approaches; Machine Learning in Computer Vision and Robot; Deep Learning; Artificial Intelligence Applications.