Information Routing, Correspondence Finding, and Object Recognition in the Brain
This book covers recent research on cortical signal processing and plasticity, with an emphasis on object recognition. Differently from other texts which study the behavior of single neurons, however, the focus here is on assemblies of neurons and how they can collectively represent information patt...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Livre numérique |
| Sprache: | Anglais |
| Veröffentlicht: |
Berlin, Heidelberg :
Springer Berlin Heidelberg
[20..].
Cham : Springer Nature |
| Ausgabe: | 1st ed. 2010. |
| Schriftenreihe: | Studies in Computational Intelligence
316 |
| Online Zugang: | Accès sur la plateforme de l'éditeur Accès sur la plateforme Istex Accès Université d'Orléans Accès INSA CVL |
| Anmerkung: |
Archives Springer e-books (Licence nationale) Archives Springer e-books (Licence nationale) |
| Autres localisations: | Voir dans le Sudoc |
| Edition sous un autre format: | • Information Routing, Correspondence Finding, and Object Recognition in the Brain, Texte imprimé, 9783642152535 • Information Routing, Correspondence Finding, and Object Recognition in the Brain, Texte imprimé, 9783642423109 • Information Routing, Correspondence Finding, and Object Recognition in the Brain, Texte imprimé, 9783642152535 • Information Routing, Correspondence Finding, and Object Recognition in the Brain, Texte imprimé, 9783642152559 |
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| 100 | 1 | |a Wolfrum, Philipp. | |
| 245 | 1 | 0 | |a Information Routing, Correspondence Finding, and Object Recognition in the Brain |c by Philipp Wolfrum. |
| 250 | |a 1st ed. 2010. | ||
| 260 | |a Berlin, Heidelberg : |b Springer Berlin Heidelberg. | ||
| 260 | |a Cham : |b Springer Nature, |c [20..]. | ||
| 490 | 0 | |a Studies in Computational Intelligence |v 316 |x 1860-9503 | |
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 500 | |a Archives Springer e-books (Licence nationale) | ||
| 505 | 1 | |a Background and Concepts A Correspondence-Based Neural Model for Face Recognition Switchyards-Routing Structures in the Brain Ontogenesis of Switchyards Putting the Pieces Together: Recognition with Switchyards Discussion and Outlook | |
| 506 | |a Accès en ligne pour les établissements français bénéficiaires des licences nationales | ||
| 506 | |a Accès soumis à abonnement pour tout autre établissement | ||
| 506 | |a Conditions particulières de réutilisation pour les bénéficiaires des licences nationales. https://www.licencesnationales.fr/springer-nature-ebooks-contrat-licence-ln-2017 | ||
| 520 | |a This book covers recent research on cortical signal processing and plasticity, with an emphasis on object recognition. Differently from other texts which study the behavior of single neurons, however, the focus here is on assemblies of neurons and how they can collectively represent information patterns and their dynamic relationships. This viewpoint leads to novel concepts for how the brain routes information in a purposeful way, how it detects correspondences between patterns, and how sensory inputs are recognized. To illustrate the function of these concepts, the author proceeds to develop several concrete neural models, including a powerful system for face recognition. Other parts of the book treat the question which neural substrates are necessary for such capabilities, and how they can self-organize in the developing organism. While most of the explicit examples in the book are drawn from vision, the concepts described apply to all areas of neural function from sensory perception to motor control to abstract reasoning. Consequently, readership is aimed at all students and researchers in neuroscience interested in exploring new paradigms of brain function. Experimentalists may draw inspiration from the book for designing anatomical and physiological experiments that lead the way from the current focus on static receptive fields to investigating the dynamic, functional connectivity of cortex. Theoreticians are invited to incorporate the discussed concepts into their own modeling, and to improve on the models presented in the book. While familiarity with the basic notions of theoretical neuroscience is useful for enjoying this book, it also offers to those without a vision background an introduction to the function of the mammalian visual pathway, as well as a broad discussion of different computer vision approaches to object recognition | ||
| 776 | 0 | |t Information Routing, Correspondence Finding, and Object Recognition in the Brain |b Texte imprimé |z 9783642152535 | |
| 776 | 0 | |t Information Routing, Correspondence Finding, and Object Recognition in the Brain |b Texte imprimé |z 9783642423109 | |
| 776 | 0 | |t Information Routing, Correspondence Finding, and Object Recognition in the Brain |b Texte imprimé |z 9783642152535 | |
| 776 | 0 | |t Information Routing, Correspondence Finding, and Object Recognition in the Brain |b Texte imprimé |z 9783642152559 | |
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