Advances in Neural Networks
Springer International Publishing (Verlag)
9783319337463 (ISBN)
This carefullyedited book is putting emphasis on computational and artificial intelligentmethods for learning and their relative applications in robotics, embeddedsystems, and ICT interfaces for psychological and neurological diseases. Thebook is a follow-up of the scientific workshop on Neural Networks (WIRN 2015)held in Vietri sul Mare, Italy, from the 20th to the 22nd of May 2015. Theworkshop, at its 27th edition became a traditional scientific event thatbrought together scientists from many countries, and several scientificdisciplines. Each chapter is an extended version of the original contributionpresented at the workshop, and together with the reviewers' peer revisions italso benefits from the live discussion during the presentation.
The content of book is organized in the following sections.
1. Introduction,
2. Machine Learning,
3. Artificial Neural Networks: Algorithms and models,
4. Intelligent Cyberphysical and Embedded System,
5. Computational Intelligence Methods for Biomedical ICT in NeurologicalDiseases,
6. Neural Networks-Based Approaches to Industrial Processes,
7. Reconfigurable ModularAdaptive Smart Robotic Systems forOptoelectronics
Industry: The White'R Instantiation
This book is unique in proposing a holistic and multidisciplinaryapproach to implement autonomous, and complex Human Computer Interfaces.
I Introductory chapter.- II Machine Learning.- III Articial Neural Networks: Algorithms and Models.- IV Computational Intelligence Methods for BiomedicalICT in Neurological Diseases.- V Neural Networks-based Approaches to IndustrialProcesses.- VI Intelligent Cyber-physical and Embedded Systems.- VII Recongurable- Modular- Adaptive- smart RoboticSystems for Optoelectronics Industry: The White'RInstantiation
| Erscheinungsdatum | 08.10.2016 |
|---|---|
| Reihe/Serie | Smart Innovation, Systems and Technologies |
| Zusatzinfo | XVI, 539 p. 158 illus., 132 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
| Technik | |
| Schlagworte | Artificial Intelligence • artificial intelligence (incl. robotics) • Computational Intelligence • embodied agents • Engineering • Machine Leaning Methods • Neural networks • Situated Human-Computer Interaction (HCI) • Social Information Analysis and Processing |
| ISBN-13 | 9783319337463 / 9783319337463 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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