Analog VLSI Circuits for the Perception of Visual Motion - download pdf or read online

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 achieving its limits, dealing with difficulties of fee and technical potency whilst scaled all the way down to ever-smaller function sizes. The research of organic neural structures, specially for visible processing, has allowed engineers to higher know the way complicated networks can successfully approach quite a lot of info, while facing tricky computational demanding situations.

Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing a similar positive factors can as a result be built to emulate brain-style processing. utilizing general CMOS know-how, they are often affordably synthetic, allowing effective commercial and purchaser purposes in robotics and cellular electronics.

This booklet explores the idea, layout and implementation of analog VLSI circuits, encouraged via 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, offering the reader with a precious functional 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 strategies resembling 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 offered 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 assessment 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 complex scholars in electric engineering, man made 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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