The Making of a Neuromorphic Visual System 2024 pdf epub mobi 电子书

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发表于2024-09-19

The Making of a Neuromorphic Visual System 2024 pdf epub mobi 电子书

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出版者:Springer

作者:Christoph Rasche

出品人:

页数:264

译者:

出版时间:2004-11-19

价格:USD 119.00

装帧:Hardcover

isbn号码:9780387234687

丛书系列:

图书标签: Visual.Circuits

The Making of a Neuromorphic Visual System 2024 pdf epub mobi 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>

The Making of a Neuromorphic Visual System 2024 pdf epub mobi 电子书

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