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Focusing on the construction of a visual system, this book explores visual categorization through a behavioral, computational, and neural lens. It reviews existing theories in computer vision, neuroscience, and psychology, addressing key computations like contour extraction and shape representation. The text introduces a novel architecture for shape recognition that functions under degraded conditions and discusses the potential of neuromorphic engineering for real-time neural computations. The aim is to guide readers toward developing effective representation formats without predefined definitions.
Buchkauf
The Making of a Neuromorphic Visual System, Christoph Rasche
- Sprache
- Erscheinungsdatum
- 2014
- product-detail.submit-box.info.binding
- (Paperback)
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- Titel
- The Making of a Neuromorphic Visual System
- Sprache
- Englisch
- Autor*innen
- Christoph Rasche
- Verlag
- Springer US
- Erscheinungsdatum
- 2014
- Einband
- Paperback
- Seitenzahl
- 152
- ISBN13
- 9781461498490
- Kategorie
- Naturwissenschaften
- Beschreibung
- Focusing on the construction of a visual system, this book explores visual categorization through a behavioral, computational, and neural lens. It reviews existing theories in computer vision, neuroscience, and psychology, addressing key computations like contour extraction and shape representation. The text introduces a novel architecture for shape recognition that functions under degraded conditions and discusses the potential of neuromorphic engineering for real-time neural computations. The aim is to guide readers toward developing effective representation formats without predefined definitions.