Natural And Artificial Computation For Biomedicine And Neuroscience PDF Download
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Author | : José Manuel Ferrández Vicente |
Publisher | : Springer |
Total Pages | : 490 |
Release | : 2017-06-10 |
Genre | : Computers |
ISBN | : 331959740X |
Download Natural and Artificial Computation for Biomedicine and Neuroscience Book in PDF, ePub and Kindle
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.
Author | : José Manuel Ferrández Vicente |
Publisher | : Springer |
Total Pages | : 574 |
Release | : 2017-06-10 |
Genre | : Computers |
ISBN | : 3319597736 |
Download Biomedical Applications Based on Natural and Artificial Computing Book in PDF, ePub and Kindle
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.
Author | : Akash Kumar Bhoi |
Publisher | : Springer Nature |
Total Pages | : 427 |
Release | : 2020-07-21 |
Genre | : Technology & Engineering |
ISBN | : 9811554951 |
Download Bio-inspired Neurocomputing Book in PDF, ePub and Kindle
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.
Author | : José Mira |
Publisher | : |
Total Pages | : 1401 |
Release | : 1997 |
Genre | : |
ISBN | : |
Download Biological and Artificial Computation Book in PDF, ePub and Kindle
Author | : José Manuel Ferrández Vicente |
Publisher | : Springer Nature |
Total Pages | : 675 |
Release | : 2022-05-24 |
Genre | : Medical |
ISBN | : 3031062426 |
Download Artificial Intelligence in Neuroscience: Affective Analysis and Health Applications Book in PDF, ePub and Kindle
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.
Author | : Nilanjan Dey |
Publisher | : Springer |
Total Pages | : 275 |
Release | : 2019-08-10 |
Genre | : Technology & Engineering |
ISBN | : 9811392633 |
Download Applied Nature-Inspired Computing: Algorithms and Case Studies Book in PDF, ePub and Kindle
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.
Author | : Stefan Wermter |
Publisher | : Springer |
Total Pages | : 587 |
Release | : 2003-05-15 |
Genre | : Computers |
ISBN | : 3540445978 |
Download Emergent Neural Computational Architectures Based on Neuroscience Book in PDF, ePub and Kindle
It is generally understood that the present approachs to computing do not have the performance, flexibility, and reliability of biological information processing systems. Although there is a comprehensive body of knowledge regarding how information processing occurs in the brain and central nervous system this has had little impact on mainstream computing so far. This book presents a broad spectrum of current research into biologically inspired computational systems and thus contributes towards developing new computational approaches based on neuroscience. The 39 revised full papers by leading researchers were carefully selected and reviewed for inclusion in this anthology. Besides an introductory overview by the volume editors, the book offers topical parts on modular organization and robustness, timing and synchronization, and learning and memory storage.
Author | : N. Le Novère |
Publisher | : Springer Science & Business Media |
Total Pages | : 569 |
Release | : 2012-07-20 |
Genre | : Medical |
ISBN | : 9400738587 |
Download Computational Systems Neurobiology Book in PDF, ePub and Kindle
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.
Author | : Alonso, Eduardo |
Publisher | : IGI Global |
Total Pages | : 396 |
Release | : 2010-11-30 |
Genre | : Computers |
ISBN | : 1609600231 |
Download Computational Neuroscience for Advancing Artificial Intelligence: Models, Methods and Applications Book in PDF, ePub and Kindle
"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"--
Author | : H. Gutfreund |
Publisher | : World Scientific |
Total Pages | : 880 |
Release | : 1994 |
Genre | : Science |
ISBN | : 9789810214050 |
Download Biology and Computation Book in PDF, ePub and Kindle
This book provides a comprehensive review of the works in the rapidly evolving field of neural networks and brain studies. Its purpose is two-fold: to help physicists entering this field to get a broader view of the context of the domain, and to help scientists of other disciplines to reach a better understanding of the physicists' contributions within a context of perspectives they can relate to.Included in the volume are 68 carefully selected, high quality reprints to provide the volume with both breadth and depth. It is organized into 5 sections and 22 chapters, both the sections and chapters being preceded by introductory comments by the editors.