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

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 know-how is now achieving its limits, dealing with difficulties of rate and technical potency whilst scaled all the way down to ever-smaller characteristic sizes. The research of organic neural structures, in particular for visible processing, has allowed engineers to raised know how advanced networks can successfully method quite a lot of details, while facing tricky computational demanding situations.

Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing an analogous gains can hence be constructed to emulate brain-style processing. utilizing normal CMOS expertise, they are often cost effectively synthetic, allowing effective commercial and purchaser functions in robotics and cellular electronics.

This publication explores the idea, layout and implementation of analog VLSI circuits, encouraged via visible movement processing in organic neural networks. utilizing a singular process pioneered by means of the writer himself, Stocker explains intimately the development of a sequence of digital chips, offering 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 techniques similar 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 offered circuits with the human visible movement conception system;
  • includes an accompanying web site with movies of circuits less 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 distinct reference for complicated scholars in electric engineering, synthetic intelligence, robotics and computational neuroscience. it's going to even be necessary 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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