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Natural and Artificial Computation for Biomedicine and Neuroscience : International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Corunna, Spain, June 19-23, 2017, Proceedings, Part I / edited by José Manuel Ferrández Vicente, José Ramón Álvarez-Sánchez, Félix de la Paz López, Javier Toledo Moreo, Hojjat Adeli.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Theoretical computer science and general issues 2512-2029 ; SL 1, 10337
- Theoretical Computer Science and General Issues, 2512-2029 ; 10337
- Language:
- English
- Subjects (All):
- Computer science.
- Algorithms.
- Computer vision.
- Artificial intelligence.
- Application software.
- Theory of Computation.
- Computer Vision.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Local Subjects:
- Theory of Computation.
- Algorithms.
- Computer Vision.
- Artificial Intelligence.
- Computer and Information Systems Applications.
- Physical Description:
- 1 online resource (XXII, 476 pages) : 160 illustrations
- Edition:
- 1st ed. 2017.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2017.
- System Details:
- text file PDF
- Summary:
- 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.
- Contents:
- Theoretical neural computation
- Models
- Natural computing in bioinformatics
- Physiological computing in affective smart environments
- Emotions
- Signal processing and machine learning applied to biomedical and neuroscience applications.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-59740-9
- 9783319597409
- Access Restriction:
- Restricted for use by site license.
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