The Making of a Neuromorphic Visual System is popular PDF and ePub book, written by Christoph Rasche in 2005-12-06, it is a fantastic choice for those who relish reading online the Medical genre. Let's immerse ourselves in this engaging Medical book by exploring the summary and details provided below. Remember, The Making of a Neuromorphic Visual System can be Read Online from any device for your convenience.
The Making of a Neuromorphic Visual System Book PDF Summary
The reader is presented an approach to the construction of a visual system, which is behaviorally, computationally and neurally motivated. The central 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. It does not define such representations a priori but attempts to show directions on how to gradually work towards them. 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 for example contour extraction in retinal circuits, orientation determination in cortical networks, position and scale independence of shape, as well as the issue of object and shape representation in a neural substrate. Region-based approaches are discussed and are modeled with wave-propagating networks. It is demonstrated how those networks operate on gray-scale images. 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, an analog electronic hardware substrate than can run neural computations in real-time and with little power.
Detail Book of The Making of a Neuromorphic Visual System PDF
- Author : Christoph Rasche
- Release : 06 December 2005
- Publisher : Springer Science & Business Media
- ISBN : 9780387234694
- Genre : Medical
- Total Page : 142 pages
- Language : English
- PDF File Size : 10,9 Mb
If you're still pondering over how to secure a PDF or EPUB version of the book The Making of a Neuromorphic Visual System by Christoph Rasche, don't worry! All you have to do is click the 'Get Book' buttons below to kick off your Download or Read Online journey. Just a friendly reminder: we don't upload or host the files ourselves.