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Focusing on visual categorization, this book explores the construction of a visual system influenced by behavioral, computational, and neural perspectives. It reviews theories of visual object and shape recognition across computer vision, neuroscience, and psychology, addressing computations like contour extraction and shape representation. The author presents novel wave-propagating networks for recognizing shapes under degraded conditions and discusses their potential implementation through neuromorphic engineering for efficient real-time processing.
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The Making of a Neuromorphic Visual System, Christoph Rasche
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- 2004
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