Pattern Recognition Programming

Read e-book online 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 expertise is now achieving its limits, dealing with difficulties of expense and technical potency whilst scaled all the way down to ever-smaller characteristic sizes. The research of organic neural platforms, specifically for visible processing, has allowed engineers to raised know the way advanced networks can successfully method quite a lot of details, when facing tricky computational demanding situations.

Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing a similar positive aspects can consequently be built to emulate brain-style processing. utilizing common CMOS expertise, they are often cost effectively synthetic, allowing effective commercial and shopper functions in robotics and cellular electronics.

This e-book explores the speculation, layout and implementation of analog VLSI circuits, encouraged by way of visible movement processing in organic neural networks. utilizing a singular strategy pioneered via the writer himself, Stocker explains intimately the development of a sequence of digital chips, supplying the reader with a useful 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 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 belief system;
  • includes an accompanying site with videos of circuits lower than real-time visible stipulations and extra supplementary material.

With a whole evaluate of all latest neuromorphic analog VLSI platforms for visible movement sensing, Analog VLSI Circuits for the conception of visible Motion is a special reference for complicated scholars in electric engineering, synthetic intelligence, robotics and computational neuroscience. it's going to even be worthwhile 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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