In this book the emerging and converging architecture of morphic cellular wave computers based on the concept of Cellular Neural/Nonlinear Network (CNN) is introduced in a practical way. The authors include descriptions of hardware architectures, software algorithms, as well as a possible new CNN cell based on memristor. The first single chip cellular wave computer- a vision system on a chip (VSoC) is also discussed.
Cellular Nanoscale Sensory Wave Computing is a result of a Multidisciplinary University Research Initiative (MURI) project that has been funded by the Office of Naval Research and completed recently. The results manifest a new way of thinking about sensory computing, as well as it is one of the first successful attempts to bridge the gap between nanoscale (smaller than 100 nm) devices and CMOS integrated circuits with stored programmable algorithms and software on the system level.
Author(s): Larry Cooper, Joel Davis (auth.), Chagaan Baatar, Wolfgang Porod, Tamás Roska (eds.)
Edition: 1
Publisher: Springer US
Year: 2010
Language: English
Pages: 249
Tags: Electronics and Microelectronics, Instrumentation;Solid State Physics;Spectroscopy and Microscopy;Optical and Electronic Materials;Circuits and Systems
Front Matter....Pages i-viii
A Brief History of CNN and ONR....Pages 1-4
Cellular Wave Computing in Nanoscale via Million Processor Chips....Pages 5-25
Nanoantenna Infrared Detectors....Pages 27-86
Memristors: A New Nanoscale CNN Cell....Pages 87-115
Circuit Models of Nanoscale Devices....Pages 117-127
A CMOS Vision System On-Chip with Multi-Core, Cellular Sensory-Processing Front-End....Pages 129-146
Cellular Multi-core Processor Carrier Chip for Nanoantenna Integration and Experiments....Pages 147-162
Circuitry Underlying Visual Processing in the Retina....Pages 163-180
Elastic Grid-Based Multi-Fovea Algorithm for Real-Time Object-Motion Detection in Airborne Surveillance....Pages 181-213
Low-Power Processor Array Design Strategy for Solving Computationally Intensive 2D Topographic Problems....Pages 215-245
Back Matter....Pages 247-249
