2006, ISBN: 9780470034880

eBooks, eBook Download (PDF), 1. Auflage, Although it is now possible to integrate many millions oftransistors on a single chip, traditional digital circuittechnology is now reaching its … More...

eBooks, eBook Download (PDF), 1. Auflage, Although it is now possible to integrate many millions oftransistors on a single chip, traditional digital circuittechnology is now reaching its limits, facing problems of cost andtechnical efficiency when scaled down to ever-smaller featuresizes. The analysis of biological neural systems, especially forvisual processing, has allowed engineers to better understand howcomplex networks can effectively process large amounts ofinformation, whilst dealing with difficult computationalchallenges. Analog and parallel processing are key characteristics ofbiological neural networks. Analog VLSI circuits using the samefeatures can therefore be developed to emulate brain-styleprocessing. Using standard CMOS technology, they can be cheaplymanufactured, permitting efficient industrial and consumerapplications in robotics and mobile electronics. This book explores the theory, design and implementation ofanalog VLSI circuits, inspired by visual motion processing inbiological neural networks. Using a novel approach pioneered by theauthor himself, Stocker explains in detail the construction of aseries of electronic chips, providing the reader with a valuablepractical insight into the technology. Analog VLSI Circuits for the Perception of VisualMotion: * analyses the computational problems in visual motionperception; * examines the issue of optimization in analog networks throughhigh level processes such as motion segmentation and selectiveattention; * demonstrates network implementation in analog VLSI CMOStechnology to provide computationally efficient devices; * sets out measurements of final hardware implementation; * illustrates the similarities of the presented circuits with thehuman visual motion perception system; * includes an accompanying website with video clips of circuitsunder real-time visual conditions and additional supplementarymaterial. With a complete review of all existing neuromorphic analog VLSIsystems for visual motion sensing, Analog VLSI Circuits for thePerception of Visual Motion is a unique reference for advancedstudents in electrical engineering, artificial intelligence,robotics and computational neuroscience. It will also be useful forresearchers, professionals, and electronics engineers working inthe field. [PU: John Wiley & Sons], Seiten: 242, John Wiley & Sons, 2006<

ISBN: 9780470034880

Although it is now possible to integrate many millions of transistors on a single chip, traditional digital circuit technology is now reaching its limits, facing problems of cost and tech… More...

Although it is now possible to integrate many millions of transistors on a single chip, traditional digital circuit technology is now reaching its limits, facing problems of cost and technical efficiency when scaled down to ever-smaller feature sizes. The analysis of biological neural systems, especially for visual processing, has allowed engineers to better understand how complex networks can effectively process large amounts of information, whilst dealing with difficult computational challenges. Analog and parallel processing are key characteristics of biological neural networks. Analog VLSI circuits using the same features can therefore be developed to emulate brain-style processing. Using standard CMOS technology, they can be cheaply manufactured, permitting efficient industrial and consumer applications in robotics and mobile electronics.This book explores the theory, design and implementation of analog VLSI circuits, inspired by visual motion processing in biological neural networks. Using a novel approach pioneered by the author himself, Stocker explains in detail the construction of a series of electronic chips, providing the reader with a valuable practical insight into the technology.Analog VLSI Circuits for the Perception of Visual Motion:analyses the computational problems in visual motion perception;examines the issue of optimization in analog networks through high level processes such as motion segmentation and selective attention;demonstrates network implementation in analog VLSI CMOS technology to provide computationally efficient devices;sets out measurements of final hardware implementation;illustrates the similarities of the presented circuits with the human visual motion perception system;includes an accompanying website with video clips of circuits under real-time visual conditions and additional supplementary material.With a complete review of all existing neuromorphic analog VLSI systems for visual motion sensing, Analog VLSI Circuits for the Perception of Visual Motion is a unique reference for advanced students in electrical engineering, artificial intelligence, robotics and computational neuroscience. It will also be useful for researchers, professionals, and electronics engineers working in the field.; PDF; Scientific, Technical and Medical > Electronics & communications engineering, Wiley<

ISBN: 9780470034880

Wiley Electrical Engineering & Telecommunications possible; single chip; transistors; many millions; integrate; circuit; traditional; technology; limits; technical; eversmaller feature; c… More...

Wiley Electrical Engineering & Telecommunications possible; single chip; transistors; many millions; integrate; circuit; traditional; technology; limits; technical; eversmaller feature; cost; problems; facing; sizes; biological neutral; visual; angineers; large; network; complex; amounts 9780470854914, UK,GB,DE,ES,FR,IT,US,CA,MX,AU,NZ 20060330 English Technology & Engineering 1, Wiley<

ISBN: 9780470034880

Analog VLSI Circuits for the Perception of Visual Motion: ab 121.99 € eBooks > Sachthemen & Ratgeber > Technik John Wiley & Sons eBook als pdf, John Wiley & Sons