loading...
 This Article 
   
 Share 
   
 Bibliographic References 
   
 Add to: 
 
Digg
Furl
Spurl
Blink
Simpy
Google
Del.icio.us
Y!MyWeb
 
 Search 
   
30th Annual Simulation Symposium (SS '97)
Modular artificial neural network models for simulation and optimization of VLSI circuits
Atlanta, GA
April 07-April 09
ISBN: 0-8186-7934-4
ASCII Text
x 
 
A.A. Ilumoka, "Modular artificial neural network models for simulation and optimization of VLSI circuits," Simulation Symposium, Annual, pp. 190, 30th Annual Simulation Symposium (SS '97), 1997.
 
 
BibTex
x
 
@article{ 10.1109/SIMSYM.1997.586552,
author = {A.A. Ilumoka},
title = {Modular artificial neural network models for simulation and optimization of VLSI circuits},
journal ={Simulation Symposium, Annual},
volume = {0},
year = {1997},
issn = {1080-241X},
pages = {190},
doi = {http://doi.ieeecomputersociety.org/10.1109/SIMSYM.1997.586552},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Simulation Symposium, Annual
TI - Modular artificial neural network models for simulation and optimization of VLSI circuits
SN - 1080-241X
SP
EP
A1 - A.A. Ilumoka,
PY - 1997
KW - circuit analysis computing; modular artificial neural network models; VLSI circuits; modular neural network; MANN; process level parameters; circuit performance; optimization
VL - 0
JA - Simulation Symposium, Annual
ER -
 
A.A. Ilumoka, Dept. of Electr. Eng., Hartford Univ., West Hartford, CT, USA
A method is proposed which generates a modular neural network MANN for mapping process level parameters to circuit performance. The MANN-an adaptive mixture of local experts competing to learn different aspects of a problem-is employed in performing extremely efficient optimization of the circuit yield at minimal cost. The MANN calculates circuit performance and optimizes yield with 97% accuracy at 28% of the cost of a full SPICE simulation.
Index Terms:
circuit analysis computing; modular artificial neural network models; VLSI circuits; modular neural network; MANN; process level parameters; circuit performance; optimization
Citation:
A.A. Ilumoka, "Modular artificial neural network models for simulation and optimization of VLSI circuits," ss, pp.190, 30th Annual Simulation Symposium (SS '97), 1997
Usage of this product signifies your acceptance of the Terms of Use.