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 rate and technical potency while scaled all the way down to ever-smaller characteristic sizes. The research of organic neural structures, specifically for visible processing, has allowed engineers to higher know how complicated networks can successfully strategy quite a lot of info, while facing tough 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 regular CMOS expertise, they are often affordably synthetic, allowing effective business and purchaser functions in robotics and cellular electronics.

This publication explores the speculation, layout and implementation of analog VLSI circuits, encouraged through visible movement processing in organic neural networks. utilizing a unique procedure pioneered through the writer himself, Stocker explains intimately the development of a sequence of digital chips, supplying the reader with a precious 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 procedures equivalent 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 provided circuits with the human visible movement conception system;
  • includes an accompanying site with videos of circuits lower than real-time visible stipulations and extra supplementary material.

With an entire evaluate of all latest neuromorphic analog VLSI platforms for visible movement sensing, Analog VLSI Circuits for the conception of visible Motion is a different reference for complex scholars in electric engineering, synthetic intelligence, robotics and computational neuroscience. it is going to even be priceless 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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