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 hundreds of thousands of transistors on a unmarried chip, conventional electronic circuit expertise is now achieving its limits, dealing with difficulties of price and technical potency while scaled right down to ever-smaller characteristic sizes. The research of organic neural platforms, specially for visible processing, has allowed engineers to raised know the way advanced networks can successfully approach 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 beneficial properties can as a result be constructed to emulate brain-style processing. utilizing normal CMOS know-how, they are often cost effectively synthetic, allowing effective commercial and shopper functions in robotics and cellular electronics.

This ebook explores the idea, layout and implementation of analog VLSI circuits, encouraged via visible movement processing in organic neural networks. utilizing a singular method pioneered through the writer himself, Stocker explains intimately the development of a chain of digital chips, supplying the reader with a worthy 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 similar to movement segmentation and selective attention;
  • demonstrates community implementation in analog VLSI CMOS expertise 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 web site with movies of circuits less than real-time visible stipulations and extra supplementary material.

With an entire assessment of all latest neuromorphic analog VLSI platforms for visible movement sensing, Analog VLSI Circuits for the notion of visible Motion is a different reference for complex scholars in electric engineering, man made intelligence, robotics and computational neuroscience. it's going to even be helpful 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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