Advances in Computational Intelligence

17th International Work-Conference on Artificial Neural Networks, IWANN 2023, Ponta Delgada, Portugal, June 19-21, 2023, Proceedings, Part I
1. Auflage 2023
ISBN: 978-3-031-43084-8
Verlag: Springer Nature Switzerland

Buch, Englisch, Band 14134, 707 Seiten, Format (B × H): 155 mm x 235 mm, Gewicht: 1089 g

Reihe: Lecture Notes in Computer Science

This two-volume set LNCS 14134 and LNCS 14135 constitutes the refereed proceedings of the 17th International Work-Conference on Artificial Neural Networks, IWANN 2023, held in Ponta Delgada, Portugal, during June 19–21, 2023.
The 108 full papers presented in this two-volume set were carefully reviewed and selected from 149 submissions.

The papers in Part I are organized in topical sections on advanced topics in computational intelligence; advances in artificial neural networks; ANN HW-accelerators; applications of machine learning in biomedicine and healthcare; and applications of machine learning in time series analysis.



The papers in Part II are organized in topical sections on deep learning and applications; deep learning applied to computer vision and robotics; general applications of artificial intelligence; interaction with neural systems in both health and disease; machine learning for 4.0 industry solutions; neural networks in chemistry and materialcharacterization; ordinal classification; real world applications of BCI systems; and spiking neural networks: applications and algorithms.

Zielgruppe

Research

Autoren/Hrsg.

Rojas, Ignacio

Catala, Andreu

Joya, Gonzalo

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Mathematik | Informatik EDV | Informatik Informatik Rechnerarchitektur
• Technische Wissenschaften Elektronik | Nachrichtentechnik Nachrichten- und Kommunikationstechnik
• Mathematik | Informatik EDV | Informatik EDV & Informatik Allgemein
• Mathematik | Informatik EDV | Informatik Computerkommunikation & -vernetzung
• Naturwissenschaften Biowissenschaften Angewandte Biologie Bioinformatik

Inhaltsverzeichnis

Advanced Topics in Computational Intelligence.- Advances in Artificial Neural Networks.- ANN HW-Accelerators.- Applications of Machine Learning in Biomedicine and Healthcare.- Applications of Machine Learning in Time Series Analysis.