Neural Network Assistance for Determining Circuit Design Parameters.

カテゴリ: 研究会(論文単位)

論文No: ECT19088

グループ名: 【C】電子・情報・システム部門 電子回路研究会

発行日: 2019/12/18

タイトル(英語): Neural Network Assistance for Determining Circuit Design Parameters.

著者名: ディバカラ アビシェイク(静岡大学),ベンカテシュ　 バルガワラン(静岡大学),センディルクマール インドラプリヤダルシ二(静岡大学),二宮 洋(湘南工科大学),浅井 秀樹(静岡大学)

著者名(英語): Abhishek Divakara Bhargava(Shizuoka University ),Ram Venkatesh(Shizuoka University ),Indrapriyadarsini Sendilkkumaar(Shizuoka University),Hiroshi Ninomiya(Shonan Institute of Technology),Hideki Asai(Shizuoka University)

キーワード: Circuit Design|Neural Networks|Optimization

要約(日本語): Circuit design is a time-consuming, labour-intensive process and at times result in suboptimal performance. Neural Networks (NN) help automate this process. This paper illustrates the use of NN in determining the design parameters of a two-stage op-amp. Further, the performance of various optimization algorithms used in NN training is illustrated

要約(英語): Circuit design is a time-consuming, labour-intensive process and at times result in suboptimal performance. Neural Networks (NN) help automate this process. This paper illustrates the use of NN in determining the design parameters of a two-stage op-amp. Further, the performance of various optimization algorithms used in NN training is illustrated

原稿種別: 英語

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