By Alan A. Stocker
Analog and parallel processing are key features of organic neural networks. Analog VLSI circuits utilizing an analogous gains can for that reason be constructed to emulate brain-style processing. utilizing commonplace CMOS know-how, they are often affordably synthetic, allowing effective commercial and shopper purposes in robotics and cellular electronics.
This ebook explores the speculation, layout and implementation of analog VLSI circuits, encouraged through visible movement processing in organic neural networks. utilizing a singular procedure pioneered via the writer himself, Stocker explains intimately the development of a chain of digital chips, supplying the reader with a beneficial functional perception into the technology.
Analog VLSI Circuits for the conception of visible Motion:
- analyses the computational difficulties in visible movement perception;
- examines the problem of optimization in analog networks via excessive point tactics 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 offered circuits with the human visible movement belief system;
- includes an accompanying site with videos of circuits less than real-time visible stipulations and extra supplementary material.
With a whole evaluation of all latest neuromorphic analog VLSI structures for visible movement sensing, Analog VLSI Circuits for the belief of visible Motion is a distinct reference for complex scholars in electric engineering, synthetic intelligence, robotics and computational neuroscience. it is 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