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 built to emulate brain-style processing. utilizing usual CMOS know-how, they are often affordably synthetic, allowing effective business and customer purposes in robotics and cellular electronics.
This e-book explores the idea, layout and implementation of analog VLSI circuits, encouraged by way of visible movement processing in organic neural networks. utilizing a unique strategy pioneered by means of the writer himself, Stocker explains intimately the development of a chain of digital chips, offering the reader with a helpful functional perception into the technology.
Analog VLSI Circuits for the notion of visible Motion:
- analyses the computational difficulties in visible movement perception;
- examines the problem of optimization in analog networks via excessive point procedures 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 provided circuits with the human visible movement conception system;
- includes an accompanying web site with movies of circuits below real-time visible stipulations and extra supplementary material.
With a whole evaluation of all current 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, synthetic intelligence, robotics and computational neuroscience. it's going to even be invaluable for researchers, execs, and electronics engineers operating within the field.
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Additional resources for Analog VLSI Circuits for the Perception of Visual Motion
Analog VLSI Circuits for the Perception of Visual Motion by Alan A. Stocker