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Get Analog VLSI Circuits for the Perception of Visual Motion PDF

By Alan A. Stocker

even though it is now attainable to combine many thousands of transistors on a unmarried chip, conventional electronic circuit expertise is now attaining its limits, dealing with difficulties of expense and technical potency while scaled right down to ever-smaller characteristic sizes. The research of organic neural structures, specifically for visible processing, has allowed engineers to raised know the way advanced networks can successfully strategy 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 gains can hence be constructed to emulate brain-style processing. utilizing general CMOS expertise, they are often cost effectively synthetic, allowing effective business and client purposes in robotics and cellular electronics.

This booklet explores the idea, layout and implementation of analog VLSI circuits, encouraged by means of visible movement processing in organic neural networks. utilizing a unique technique pioneered through the writer himself, Stocker explains intimately the development of a chain of digital chips, supplying the reader with a priceless useful perception into the technology.

Analog VLSI Circuits for the belief of visible Motion:

  • analyses the computational difficulties in visible movement perception;
  • examines the difficulty of optimization in analog networks via excessive point approaches akin 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 web site with videos of circuits lower than real-time visible stipulations and extra supplementary material.

With an entire overview of all present neuromorphic analog VLSI platforms for visible movement sensing, Analog VLSI Circuits for the belief of visible Motion is a different reference for complicated scholars in electric engineering, synthetic intelligence, robotics and computational neuroscience. it's going to even be worthwhile 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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