The Making of a Neuromorphic Visual System

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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.