Advances in Neural Networks: Computational and Theoretical Issues

This book collects research works that exploit neural networks and machine learning techniques from a multidisciplinary perspective. Subjects covered include theoretical, methodological and computational topics which are grouped together into chapters devoted to the discussion of novelties and innovations related to the field of Artificial Neural Networks as well as the use of neural networks for applications, pattern recognition, signal processing, and special topics such as the detection and recognition of multimodal emotional expressions and daily cognitive functions, and bio-inspired memristor-based networks.
Providing insights into the latest research interest from a pool of international experts coming from different research fields, the volume becomes valuable to all those with any interest in a holistic approach to implement believable, autonomous, adaptive and context-aware Information Communication Technologies.

Sommario

Invited Keynote Papers.- Proceedings Papers.

Dettagli sul prodotto

• Con la collaborazione di: Simone Bassis (Editore), Francesco Carlo Morabito (Editore), Ann Esposito (Editore), Anna Esposito (Editore), Francesco C. Morabito (Editore), Francesco Carlo Morabito (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 01.01.2016
• EAN: 9783319383347
• ISBN: 978-3-31-938334-7
• Pagine: 402
• Dimensioni: 157 mm x 235 mm x 24 mm
• Peso: 634 g
• Illustrazioni: X, 402 p. 148 illus., 89 illus. in color.
• Serie: Smart Innovation, Systems and Technologies; Smart Innovation, Systems and Technologies
• Categorie: Scienze naturali, medicina, informatica, tecnica > Tecnica > Tematiche generali, enciclopedie; B, Artificial Intelligence, engineering, Computational Intelligence, social signal processing