Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11955)
Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)
Included in the following conference series:
Conference proceedings info: ICONIP 2019.
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About this book
The 173 full papers presented were carefully reviewed and selected from 645 submissions. The papers address the emerging topics of theoretical research, empirical studies, and applications of neural information processing techniques across different domains. The third volume, LNCS 11955, is organized in topical sections on semantic and graph based approaches; spiking neuron and related models; text computing using neural techniques; time-series and related models; and unsupervised neural models.
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Keywords
- artificial intelligence
- classification
- cognitive neurosciences
- computational linguistics
- computational neurosciences
- data security
- deep learning
- human centered computing
- image processing
- image reconstruction
- image segmentation
- learning algorithms
- machine learning
- neural learning models
- neural networks
- semantics
- signal processing
- support vector machines
- SVM
- unsupervised neural models
Table of contents (53 papers)
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Semantic and Graph Based Approaches
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Spiking Neuron and Related Models
Other volumes
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Neural Information Processing
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Neural Information Processing
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Neural Information Processing
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Neural Information Processing
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Neural Information Processing
Editors and Affiliations
Bibliographic Information
Book Title: Neural Information Processing
Book Subtitle: 26th International Conference, ICONIP 2019, Sydney, NSW, Australia, December 12–15, 2019, Proceedings, Part III
Editors: Tom Gedeon, Kok Wai Wong, Minho Lee
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-030-36718-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2019
Softcover ISBN: 978-3-030-36717-6Published: 11 December 2019
eBook ISBN: 978-3-030-36718-3Published: 10 December 2019
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXI, 649
Number of Illustrations: 158 b/w illustrations, 144 illustrations in colour
Topics: Pattern Recognition, Artificial Intelligence, Image Processing and Computer Vision, Information Systems Applications (incl. Internet), Special Purpose and Application-Based Systems