VLSI for Neural Networks and Artificial Intelligence

Released on by Jose G. Delgado-Frias
preview-18

  • VLSI for Neural Networks and Artificial Intelligence Book Detail

  • Author : Jose G. Delgado-Frias
  • Release Date : 2013-06-29
  • Publisher : Springer Science & Business Media
  • Genre : Computers
  • Pages : 318
  • ISBN 13 : 1489913319
  • File Size : 94,94 MB
DOWNLOAD BOOK

VLSI for Neural Networks and Artificial Intelligence by Jose G. Delgado-Frias PDF Summary

Book Description: Neural network and artificial intelligence algorithrns and computing have increased not only in complexity but also in the number of applications. This in turn has posed a tremendous need for a larger computational power that conventional scalar processors may not be able to deliver efficiently. These processors are oriented towards numeric and data manipulations. Due to the neurocomputing requirements (such as non-programming and learning) and the artificial intelligence requirements (such as symbolic manipulation and knowledge representation) a different set of constraints and demands are imposed on the computer architectures/organizations for these applications. Research and development of new computer architectures and VLSI circuits for neural networks and artificial intelligence have been increased in order to meet the new performance requirements. This book presents novel approaches and trends on VLSI implementations of machines for these applications. Papers have been drawn from a number of research communities; the subjects span analog and digital VLSI design, computer design, computer architectures, neurocomputing and artificial intelligence techniques. This book has been organized into four subject areas that cover the two major categories of this book; the areas are: analog circuits for neural networks, digital implementations of neural networks, neural networks on multiprocessor systems and applications, and VLSI machines for artificial intelligence. The topics that are covered in each area are briefly introduced below.

Disclaimer: www.yourbookbest.com does not own VLSI for Neural Networks and Artificial Intelligence books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

VLSI Design of Neural Networks

VLSI Design of Neural Networks

File Size : 33,33 MB
Total View : 7792 Views
DOWNLOAD

The early era of neural network hardware design (starting at 1985) was mainly technology driven. Designers used almost exclusively analog signal processing conc