Get Analog VLSI Circuits for the Perception of Visual Motion PDF

By Alan A. Stocker

ISBN-10: 047085491X

ISBN-13: 9780470854914

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

Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing an identical gains can hence be built to emulate brain-style processing. utilizing typical CMOS know-how, they are often cost effectively synthetic, allowing effective business and client purposes in robotics and cellular electronics.

This e-book explores the idea, layout and implementation of analog VLSI circuits, encouraged via visible movement processing in organic neural networks. utilizing a singular procedure pioneered by means of the writer himself, Stocker explains intimately the development of a chain of digital chips, delivering the reader with a worthwhile functional perception into the technology.

Analog VLSI Circuits for the belief of visible Motion:

  • analyses the computational difficulties in visible movement perception;
  • examines the problem of optimization in analog networks via excessive point methods reminiscent of 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 awarded circuits with the human visible movement conception system;
  • includes an accompanying site with movies of circuits less than real-time visible stipulations and extra supplementary material.

With an entire 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 complicated scholars in electric engineering, synthetic intelligence, robotics and computational neuroscience. it's going to even be necessary for researchers, execs, 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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