Download Analog VLSI Circuits for the Perception of Visual Motion by Alan A. Stocker 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 achieving its limits, dealing with difficulties of price and technical potency whilst scaled right down to ever-smaller function sizes. The research of organic neural structures, specially for visible processing, has allowed engineers to higher know how advanced networks can successfully technique 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 a similar gains can for that reason be constructed to emulate brain-style processing. utilizing general CMOS expertise, they are often affordably synthetic, allowing effective commercial and buyer purposes in robotics and cellular electronics.

This e-book explores the speculation, layout and implementation of analog VLSI circuits, encouraged through visible movement processing in organic neural networks. utilizing a unique strategy pioneered via the writer himself, Stocker explains intimately the development of a chain of digital chips, delivering the reader with a priceless functional perception into the technology.

Analog VLSI Circuits for the notion of visible Motion:

  • analyses the computational difficulties in visible movement perception;
  • examines the difficulty of optimization in analog networks via excessive point methods 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 offered circuits with the human visible movement notion system;
  • includes an accompanying site with videos of circuits below real-time visible stipulations and extra supplementary material.

With a whole assessment of all latest neuromorphic analog VLSI structures for visible movement sensing, Analog VLSI Circuits for the belief of visible Motion is a different reference for complex scholars in electric engineering, man made intelligence, robotics and computational neuroscience. it is going to even be valuable for researchers, execs, and electronics engineers operating within the field.

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