Innovative Topologies and Algorithms for Neural Networks - Rilegato

Rilegato

ISBN 10: 303650284X ISBN 13: 9783036502847

Casa editrice: MDPI AG, 2021

Riassunto

The introduction of new topologies and training procedures to deep neural networks has solicited a renewed interest in the field of neural computation. The use of deep structures has significantly improved state-of-the-art applications in many fields, such as computer vision, speech and text processing, medical applications, and IoT (Internet of Things). The probability of a successful outcome from a neural network is linked to selection of an appropriate network architecture and training algorithm. Accordingly, much of the recent research on neural networks has been devoted to the study and proposal of novel architectures, including solutions tailored to specific problems. This book gives significant contributions to the above-mentioned fields by merging theoretical aspects and relevant applications.

Dettagli dell'edizione

• Editore: MDPI AG
• Data di pubblicazione: 2021
• Lingua: Inglese
• ISBN 10: 303650284X
• ISBN 13: 9783036502847
• Rilegatura: Copertina rigida
• Numero di pagine: 198
• Redattore: Graziani Salvatore, Xibilia Maria Gabriella
• Contatto del produttore: non disponibile
• Persona responsabile: non disponibile