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

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 expertise is now achieving its limits, dealing with difficulties of rate and technical potency whilst scaled all the way down to ever-smaller function sizes. The research of organic neural structures, specially for visible processing, has allowed engineers to higher know the way complicated networks can successfully technique quite a lot of details, while facing tough computational demanding situations.

Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing a similar positive factors can hence be constructed to emulate brain-style processing. utilizing ordinary CMOS know-how, they are often cost effectively synthetic, allowing effective commercial and buyer functions in robotics and cellular electronics.

This e-book explores the idea, layout and implementation of analog VLSI circuits, encouraged by way of visible movement processing in organic neural networks. utilizing a unique strategy pioneered by means of the writer himself, Stocker explains intimately the development of a chain of digital chips, supplying the reader with a invaluable useful 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 approaches equivalent to movement segmentation and selective attention;
  • demonstrates community implementation in analog VLSI CMOS expertise to supply computationally effective devices;
  • sets out measurements of ultimate implementation;
  • illustrates the similarities of the awarded circuits with the human visible movement conception system;
  • includes an accompanying web site with movies of circuits lower than real-time visible stipulations and extra supplementary material.

With a whole overview of all current neuromorphic analog VLSI platforms for visible movement sensing, Analog VLSI Circuits for the notion of visible Motion is a special reference for complex scholars in electric engineering, man made intelligence, robotics and computational neuroscience. it is going to even be invaluable 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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