Download e-book for kindle: Analog VLSI Circuits for the Perception of Visual Motion by Alan A. Stocker

By Alan A. Stocker

ISBN-10: 047085491X

ISBN-13: 9780470854914

even though it is now attainable to combine many hundreds of thousands of transistors on a unmarried chip, conventional electronic circuit know-how is now attaining its limits, dealing with difficulties of rate and technical potency while scaled all the way down to ever-smaller characteristic sizes. The research of organic neural platforms, in particular for visible processing, has allowed engineers to higher know how advanced networks can successfully approach quite a lot of details, when facing tough computational demanding situations.

Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing an analogous gains can for that reason be constructed to emulate brain-style processing. utilizing commonplace CMOS know-how, they are often affordably synthetic, allowing effective commercial and shopper purposes in robotics and cellular electronics.

This ebook explores the speculation, layout and implementation of analog VLSI circuits, encouraged through visible movement processing in organic neural networks. utilizing a singular procedure pioneered via the writer himself, Stocker explains intimately the development of a chain of digital chips, supplying the reader with a beneficial functional perception into the technology.

Analog VLSI Circuits for the conception of visible Motion:

  • analyses the computational difficulties in visible movement perception;
  • examines the problem of optimization in analog networks via excessive point tactics comparable to movement segmentation and selective attention;
  • demonstrates community implementation in analog VLSI CMOS know-how to supply computationally effective devices;
  • sets out measurements of ultimate implementation;
  • illustrates the similarities of the offered circuits with the human visible movement belief system;
  • includes an accompanying site with videos of circuits less than real-time visible stipulations and extra supplementary material.

With a whole evaluation of all latest neuromorphic analog VLSI structures for visible movement sensing, Analog VLSI Circuits for the belief of visible Motion is a distinct reference for complex scholars in electric engineering, synthetic intelligence, robotics and computational neuroscience. it is going to even be necessary for researchers, pros, and electronics engineers operating within the field.

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Analog VLSI Circuits for the Perception of Visual Motion by Alan A. Stocker

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