Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10337)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Conference series link(s): IWINAC: International Work-Conference on the Interplay Between Natural and Artificial Computation
Conference proceedings info: IWINAC 2017.
Buy it now
Buying options
Tax calculation will be finalised at checkout
Other ways to access
This is a preview of subscription content, log in via an institution to check for access.
Table of contents (46 papers)
-
Front Matter
-
Theoretical Neural Computation
-
Front Matter
-
-
Models
-
Front Matter
-
-
Natural Computing in Bioinformatics
-
Front Matter
-
Other Volumes
-
Natural and Artificial Computation for Biomedicine and Neuroscience
About this book
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.
Keywords
- Theoretical neural computation
- models
- natural computing in bioinformatics
- emotions
- physiological computing in affective smart environments
- Mobile brain computer interaction
- human robot interaction
- deep learning
- big data
- classification
- estimation
- eeg
- classifier
- architecture
- algorithms
- reconstruction
- cognitive architecture
- algorithm analysis and problem complexity
Editors and Affiliations
-
Departamento de Electrónica, Tecnología de Computadoras y Proyectos, Universidad Politécnica de Cartagena, Cartagena, Spain
José Manuel Ferrández Vicente, Javier Toledo Moreo
-
Departamento de Inteligencia Articial, Universidad Nacional de Educación a Distancia, Madrid, Spain
José Ramón Álvarez-Sánchez, Félix de la Paz López
-
The Ohio State University, Columbus, USA
Hojjat Adeli
Bibliographic Information
Book Title: Natural and Artificial Computation for Biomedicine and Neuroscience
Book Subtitle: International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part I
Editors: José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Javier Toledo Moreo, Hojjat Adeli
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-59740-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-59739-3Published: 27 May 2017
eBook ISBN: 978-3-319-59740-9Published: 10 June 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXII, 476
Number of Illustrations: 160 b/w illustrations
Topics: Computation by Abstract Devices, Algorithm Analysis and Problem Complexity, Image Processing and Computer Vision, Artificial Intelligence, Information Systems Applications (incl. Internet)