Analog VLSI Circuits for the Perception of Visual Motion by Alan A. Stocker 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 expertise is now achieving its limits, dealing with difficulties of expense and technical potency while scaled right down to ever-smaller characteristic sizes. The research of organic neural platforms, specially for visible processing, has allowed engineers to higher know the way complicated networks can successfully method 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 an analogous gains can for that reason be built to emulate brain-style processing. utilizing usual CMOS know-how, they are often affordably synthetic, allowing effective business and customer purposes 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, offering the reader with a helpful functional perception into the technology.

Analog VLSI Circuits for the notion of visible Motion:

  • analyses the computational difficulties in visible movement perception;
  • examines the problem of optimization in analog networks via excessive point procedures similar 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 provided circuits with the human visible movement conception system;
  • includes an accompanying web site with movies of circuits below real-time visible stipulations and extra supplementary material.

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