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Impact of VLSI technology on neural networks

Conference Paper


Abstract


  • This paper reviews the current VLSI technologies and their utilization in the implementation of neural networks. The scaling of different technologies, and its limitations are described. Requirements of neural networks in terms of VLSI resources are identified, and the advantages and disadvantages of each technology in offering solutions to these requirements are explained.

Publication Date


  • 1995

Citation


  • Moini, A., Eshraghian, K., & Bouzerdoum, A. (1995). Impact of VLSI technology on neural networks. In IEEE International Conference on Neural Networks - Conference Proceedings Vol. 1 (pp. 158-163).

Scopus Eid


  • 2-s2.0-0029512023

Start Page


  • 158

End Page


  • 163

Volume


  • 1

Abstract


  • This paper reviews the current VLSI technologies and their utilization in the implementation of neural networks. The scaling of different technologies, and its limitations are described. Requirements of neural networks in terms of VLSI resources are identified, and the advantages and disadvantages of each technology in offering solutions to these requirements are explained.

Publication Date


  • 1995

Citation


  • Moini, A., Eshraghian, K., & Bouzerdoum, A. (1995). Impact of VLSI technology on neural networks. In IEEE International Conference on Neural Networks - Conference Proceedings Vol. 1 (pp. 158-163).

Scopus Eid


  • 2-s2.0-0029512023

Start Page


  • 158

End Page


  • 163

Volume


  • 1