Brain and Nature-Inspired Learning, Computation and Recognition
Brain and Nature-Inspired Learning, Computation and Recognition presents a systematic analysis of neural networks, natural computing, machine learning and compression, algorithms and applications inspired by the brain and biological mechanisms found in nature. Sections cover new developments and mai...
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| Hoofdauteurs: | , , , |
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| Formaat: | Livre numérique |
| Taal: | Anglais |
| Gepubliceerd in: |
San Diego, CA :
Elsevier Science
2020.
Paris : Cyberlibris |
| Online toegang: | Accès Université d'Orléans et IFPM Accès INSA CVL |
| Opmerking: |
Couverture. https://static2.cyberlibris.com/books_upload/136pix/9780128204047.jpg Cyberlibris (ScholarVox) corpus Sciences de l'ingénieur Cyberlibris (ScholarVox) corpus Sciences de l'ingénieur |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Brain and Nature-Inspired Learning, Computation and Recognition, Licheng Jiao, Ronghua Shang, Fang Liu, [et autre], San Diego, CA, Elsevier Science, 2020, 1 vol. (1097 p.), 978-01-2819-795-0 |
| Samenvatting: | Brain and Nature-Inspired Learning, Computation and Recognition presents a systematic analysis of neural networks, natural computing, machine learning and compression, algorithms and applications inspired by the brain and biological mechanisms found in nature. Sections cover new developments and main applications, algorithms and simulations. Developments in brain and nature-inspired learning have promoted interest in image processing, clustering problems, change detection, control theory and other disciplines. The book discusses the main problems and applications pertaining to bio-inspired computation and recognition, introducing algorithm implementation, model simulation, and practical application of parameter setting. Readers will find solutions to problems in computation and recognition, particularly neural networks, natural computing, machine learning and compressed sensing. This volume offers a comprehensive and well-structured introduction to brain and nature-inspired learning, computation, and recognition. Presents an invaluable systematic introduction to brain and nature-inspired learning, computation and recognition Describes the biological mechanisms, mathematical analyses and scientific principles behind brain and nature-inspired learning, calculation and recognition Systematically analyzes neural networks, natural computing, machine learning and compression, algorithms and applications inspired by the brain and biological mechanisms found in nature Discusses the theory and application of algorithms and neural networks, natural computing, machine learning and compression perception |
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| Beschrijving item: | Couverture. https://static2.cyberlibris.com/books_upload/136pix/9780128204047.jpg Cyberlibris (ScholarVox) corpus Sciences de l'ingénieur Cyberlibris (ScholarVox) corpus Sciences de l'ingénieur |
| ISBN: | 9780128204047 |
| Toegang: | L'accès en ligne est réservé aux établissements ou bibliothèques ayant souscrit l'abonnement. Cyberlibris |