Advances in Neural Computation, Machine Learning, and Cognitive Research III : Selected Papers from the XXI International Conference on Neuroinformatics, October 7-11, 2019, Dolgoprudny, Moscow Region, Russia / / edited by Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev
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| Titolo: |
Advances in Neural Computation, Machine Learning, and Cognitive Research III : Selected Papers from the XXI International Conference on Neuroinformatics, October 7-11, 2019, Dolgoprudny, Moscow Region, Russia / / edited by Boris Kryzhanovsky, Witali Dunin-Barkowski, Vladimir Redko, Yury Tiumentsev
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| Pubblicazione: | Cham : , : Springer International Publishing : , : Imprint : Springer, , 2020 |
| Edizione: | 1st ed. 2020. |
| Descrizione fisica: | 1 online resource (XVII, 428 p. 210 illus., 120 illus. in color.) |
| Disciplina: | 006.32 |
| Soggetto topico: | Computational intelligence |
| Computer vision | |
| Control engineering | |
| Robotics | |
| Automation | |
| Artificial intelligence | |
| Bioinformatics | |
| Computational Intelligence | |
| Computer Vision | |
| Control, Robotics, Automation | |
| Artificial Intelligence | |
| Computational and Systems Biology | |
| Persona (resp. second.): | KryzhanovskyBoris |
| Dunin-BarkowskiWitali | |
| RedkoVladimir | |
| TiumentsevYury | |
| Nota di bibliografia: | Includes bibliographical references and index. |
| Nota di contenuto: | Preface -- Part I: Invited Papers -- Chapter 1. Deep Learning a Single Photo Voxel Model Prediction from Real and Synthetic Images -- Chapter 2. Tensor Train Neural Networks in Retail Operations -- Chapter 3. Semi-Empirical Neural Network Based Modeling and Identification of Controlled Dynamical Systems, etc. |
| Sommario/riassunto: | This book describes new theories and applications of artificial neural networks, with a special focus on answering questions in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large scale neural models, brain computer interface, signal processing methods, as well as models of perception, studies on emotion recognition, self-organization and many more. The book includes both selected and invited papers presented at the XXI International Conference on Neuroinformatics, held on October 7-11, 2019, in Dolgoprudny, a town in Moscow region, Russia. |
| Titolo autorizzato: | Advances in Neural Computation, Machine Learning, and Cognitive Research III |
| ISBN: | 3-030-30425-6 |
| Formato: | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione: | Inglese |
| Record Nr.: | 9910483052803321 |
| Lo trovi qui: | Univ. Federico II |
| Opac: | Controlla la disponibilità qui |
Serie:
Studies in Computational Intelligence, . 1860-9503 ; ; 856