Artificial neural networks and machine learning -- ICANN 2017 : 26th International Conference on Artificial Neural Networks, Alghero, Italy, September 11-14, 2017, Proceedings. Part I
- Responsibility
- Alessandra Lintas, Stefano Rovetta, Paul F.M.J. Verschure, Alessandro E.P. Villa (eds.).
- Digital
- text file
- Publication
- Cham, Switzerland : Springer, 2017.
- Physical description
- 1 online resource (xxxi, 469 pages) : illustrations
- Series
- Lecture notes in computer science ; 10613. 0302-9743
- LNCS sublibrary. SL 1, Theoretical computer science and general issues.
Online
Available online
More options
Description
Creators/Contributors
- Meeting
- International Conference on Artificial Neural Networks (European Neural Network Society) (26th : 2017 : Alghero, Italy)
- Contributor
- Lintas, Alessandra, editor.
- Rovetta, Stefano, editor.
- Verschure, Paul F. M. J., editor.
- Villa, Alessandro E. P., editor.
Contents/Summary
- Contents
-
- From Perception to Action.- From Neurons to Networks.- Brain Imaging
- Recurrent Neural Networks.- Neuromorphic Hardware.- Brain Topology and Dynamics.- Neural Networks Meet Natural and Environmental Sciences.- Convolutional Neural Networks.- Games and Strategy.- Representation and Classification.- Clustering.- Learning from Data Streams and Time Series.- Image Processing and Medical Applications.- Advances in Machine Learning.
- (source: Nielsen Book Data)
- Publisher's summary
-
The two volume set, LNCS 10613 and 10614, constitutes the proceedings of then 26th International Conference on Artificial Neural Networks, ICANN 2017, held in Alghero, Italy, in September 2017. The 128 full papers included in this volume were carefully reviewed and selected from 270 submissions. They were organized in topical sections named: From Perception to Action; From Neurons to Networks; Brain Imaging; Recurrent Neural Networks; Neuromorphic Hardware; Brain Topology and Dynamics; Neural Networks Meet Natural and Environmental Sciences; Convolutional Neural Networks; Games and Strategy; Representation and Classification; Clustering; Learning from Data Streams and Time Series; Image Processing and Medical Applications; Advances in Machine Learning. There are 63 short paper abstracts that are included in the back matter of the volume.
(source: Nielsen Book Data)
Subjects
- Subjects
- Neural networks (Computer science) > Congresses.
- Expert systems > knowledge-based systems.
- Network hardware.
- Computer architecture & logic design.
- Operating systems.
- Image processing.
- Artificial intelligence.
- Computers > Expert Systems.
- Computers > Hardware > Network Hardware.
- Computers > Logic Design.
- Computers > Operating Systems > General.
- Computers > Computer Graphics.
- Computers > Intelligence (AI) & Semantics.
- Neural networks (Computer science)
Bibliographic information
- Publication date
- 2017
- Series
- Lecture notes in computer science, 0302-9743 ; 10613
- LNCS sublibrary. SL 1, Theoretical computer science and general issues
- Note
- International conference proceedings.
- Includes author index.
- ISBN
- 9783319686004 (electronic bk.)
- 3319686003 (electronic bk.)
- 3319685996
- 9783319685991
- 9783319685991 (print)
- DOI
- 10.1007/978-3-319-68600-4
