Neuro-space mapping for modeling heterojunction bipolar transistor |
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Authors: | Shuxia?Yan Qianfu?Cheng Haifeng?Wu Email author" target="_blank">Qijun?ZhangEmail author |
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Institution: | Yan Shuxia;Cheng Qianfu;Wu Haifeng;Zhang Qijun;School of Electronic Information Engineering, Tianjin University;Department of Electronics, Carleton University; |
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Abstract: | A neuro-space mapping (Neuro-SM) for modeling heterojunction bipolar transistor (HBT) is presented, which can automatically modify the input signals of the given model by neural network. The novel Neuro-SM formulations for DC and small-signal simulation are proposed to obtain the mapping network. Simulation results show that the errors between Neuro-SM models and the accurate data are less than 1%, demonstrating that the accurcy of the proposed method is higher than those of the existing models. |
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