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Paper Information

Journal:   NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN)   SUMMER 2010 , Volume 8 , Number 2; Page(s) 139 To 144.
 
Paper: 

APPLICATION OF NEURO SPACE MAPPING IN MODELING SEMICONDUCTOR DEVICES

 
 
Author(s):  GORDI ARMAKI M.*, HOSSEINI SEYED EBRAHIM, ANVARIFARD M.K.
 
* FACULTY OF ENG., TARBIAT MOALLEM UNIVERSITY OF SABZEVAR, SABZEVAR, POST CODE: 9617638454, I. R. IRAN
 
Abstract: 

In this paper an efficient method for modeling semiconductor devices using the drift-diffusion (DD) model and neural network is presented. Unlike HD model which is complicated, time consuming with high processing cost, the proposed method has lower complexity and higher simulate speed. In our method, a RBF neural network is used to modify DD parameters. The modified DD model can generate simulate results of accurate HD model. The proposed method is first applied to a silicon n-i-n diode in one dimension, and then to a silicon thin-film MOSFET in two dimensions, both for interpolation and extrapolation. The obtained results for basic variables, i.e., electron and potential distribution for different voltages, confirm the high efficiency of the proposed method.

 
Keyword(s): BOLTZMANN EQUATION, NEURO SPACE MAPPING, RBF NEURAL NETWORK, SEMICONDUCTOR DEVICE MODELING
 
 
References: 
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Click to Cite.
APA: Copy

GORDI ARMAKI, M., & HOSSEINI, S., & ANVARIFARD, M. (2010). APPLICATION OF NEURO SPACE MAPPING IN MODELING SEMICONDUCTOR DEVICES. NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN), 8(2), 139-144. https://www.sid.ir/en/journal/ViewPaper.aspx?id=190231



Vancouver: Copy

GORDI ARMAKI M., HOSSEINI SEYED EBRAHIM, ANVARIFARD M.K.. APPLICATION OF NEURO SPACE MAPPING IN MODELING SEMICONDUCTOR DEVICES. NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN). 2010 [cited 2021May13];8(2):139-144. Available from: https://www.sid.ir/en/journal/ViewPaper.aspx?id=190231



IEEE: Copy

GORDI ARMAKI, M., HOSSEINI, S., ANVARIFARD, M., 2010. APPLICATION OF NEURO SPACE MAPPING IN MODELING SEMICONDUCTOR DEVICES. NASHRIYYAH-I MUHANDESI-I BARQ VA MUHANDESI-I KAMPYUTAR-I IRAN (PERSIAN), [online] 8(2), pp.139-144. Available: https://www.sid.ir/en/journal/ViewPaper.aspx?id=190231.



 
 
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