Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions
28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings
Editors: Tetko, I., Kůrková, V., Karpov, P., Theis, F. (Eds.)
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- About this book
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The proceedings set LNCS 11727, 11728, 11729, 11730, and 11731 constitute the proceedings of the 28th International Conference on Artificial Neural Networks, ICANN 2019, held in Munich, Germany, in September 2019. The total of 277 full papers and 43 short papers presented in these proceedings was carefully reviewed and selected from 494 submissions. They were organized in 5 volumes focusing on theoretical neural computation; deep learning; image processing; text and time series; and workshop and special sessions.
- Table of contents (79 chapters)
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A Reservoir Computing Framework for Continuous Gesture Recognition
Pages 7-18
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Using Conceptors to Transfer Between Long-Term and Short-Term Memory
Pages 19-23
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Bistable Perception in Conceptor Networks
Pages 24-34
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Continual Learning Exploiting Structure of Fractal Reservoir Computing
Pages 35-47
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Continuous Blood Pressure Estimation Through Optimized Echo State Networks
Pages 48-61
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Table of contents (79 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Artificial Neural Networks and Machine Learning – ICANN 2019: Workshop and Special Sessions
- Book Subtitle
- 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17–19, 2019, Proceedings
- Editors
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- Igor Tetko
- Věra Kůrková
- Pavel Karpov
- Fabian Theis
- Series Title
- Theoretical Computer Science and General Issues
- Series Volume
- 11731
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-30493-5
- DOI
- 10.1007/978-3-030-30493-5
- Softcover ISBN
- 978-3-030-30492-8
- Edition Number
- 1
- Number of Pages
- XXXII, 852
- Number of Illustrations
- 84 b/w illustrations, 211 illustrations in colour
- Topics