Title :
Digital systems for artificial neural networks
Author :
Atlas, Les E. ; Suzuki, Yoshitake
Author_Institution :
Interactive Syst. Design Lab., Washington Univ., Seattle, WA, USA
Abstract :
The current art of digital electronic implementation of neural networks is reviewed. Most of this work has taken place as digital simulations on general-purpose serial or parallel digital computers. Specialized neural network emulation systems have also been developed for more efficient learning and use. Dedicated digital VLSI integrated circuits offer the highest near-term future potential for this technology.<>
Keywords :
VLSI; digital integrated circuits; digital simulation; neural nets; reviews; artificial neural networks; dedicated digital VLSI ICs; digital electronic implementation; digital simulations; digital systems; emulation systems; general-purpose serial computer; integrated circuits; learning; parallel digital computers; review; Application software; Artificial neural networks; Computational modeling; Computer architecture; Computer networks; Concurrent computing; Digital systems; Integrated circuit interconnections; Neural networks; Supercomputers;
Journal_Title :
Circuits and Devices Magazine, IEEE
