The Making of a Neuromorphic Visual System 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Christoph Rasche 作者

Springer

译者

2004-11-19 出版日期

264 页数

USD 119.00 价格

Hardcover

丛书系列

9780387234687 图书编码

The Making of a Neuromorphic Visual System 在线电子书图书标签: Visual.Circuits

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The Making of a Neuromorphic Visual System 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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The Making of a Neuromorphic Visual System 在线电子书图书描述

This book presents an approach to the construction of a visual system, which is behaviorally, computationally and neurally motivated. The goal is to characterize the process of visual categorization and to find a suitable representation format that can successfully deal with the structural variability existent within visual categories. The book reviews past and existent theories of visual object and shape recognition in the fields of computer vision, neuroscience and psychology. The entire range of computations is discussed, as are region-based approaches and are modeled with wave-propagating networks. A completely novel shape recognition architecture is proposed that can recognize simple shapes under various degraded conditions. It is discussed how such networks can be used for constructing basic-level object representations. It is envisioned how those networks can be implemented using the method of neuromorphic engineering.</P>

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