Pattern Recognition Programming

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 know-how is now attaining its limits, dealing with difficulties of fee and technical potency while scaled right down to ever-smaller function sizes. The research of organic neural structures, particularly for visible processing, has allowed engineers to raised know the way complicated networks can successfully procedure quite a lot of details, when facing tricky computational demanding situations.

Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing a similar positive aspects can hence be constructed to emulate brain-style processing. utilizing ordinary CMOS know-how, they are often cost effectively synthetic, allowing effective business and buyer functions in robotics and cellular electronics.

This booklet explores the speculation, layout and implementation of analog VLSI circuits, encouraged through visible movement processing in organic neural networks. utilizing a singular method pioneered by way of the writer himself, Stocker explains intimately the development of a chain of digital chips, delivering the reader with a important useful perception into the technology.

Analog VLSI Circuits for the conception of visible Motion:

  • analyses the computational difficulties in visible movement perception;
  • examines the difficulty of optimization in analog networks via excessive point strategies comparable 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 awarded circuits with the human visible movement belief system;
  • includes an accompanying web site with movies of circuits lower 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 belief of visible Motion is a special reference for complex scholars in electric engineering, man made intelligence, robotics and computational neuroscience. it's going to even be beneficial 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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