講演抄録/キーワード |
講演名 |
Auto-Encoder/Decoder for Planar Filter Analysis/Synthesis ○Kosuke Katayama・Takaaki Baba(Waseda Univ.) エレソ技報アーカイブはこちら |
抄録 |
(和) |
In this paper, we propose the first study which estimates the frequency response directly from the geometry of a planar filter, and which also synthesizes the planar filter geometry directly from the given frequency response using a convolutional neural network (CNN) based auto-encoder/decoder. we also explain the way to generate an accurate and massive dataset for training the auto-encoder/decoder. In our experiments, the frequency response is estimated in 1.5 msec and the filter geometry is synthesized in 2.7 msec, respectively. |
(英) |
In this paper, we propose the first study which estimates the frequency response directly from the geometry of a planar filter, and which also synthesizes the planar filter geometry directly from the given frequency response using a convolutional neural network (CNN) based auto-encoder/decoder. we also explain the way to generate an accurate and massive dataset for training the auto-encoder/decoder. In our experiments, the frequency response is estimated in 1.5 msec and the filter geometry is synthesized in 2.7 msec, respectively. |
キーワード |
(和) |
Convolutional neural network / Edge model de-embedding/embedding / Electromagnetic simulation / F-parameter / Microwave / / / |
(英) |
Convolutional neural network / Edge model de-embedding/embedding / Electromagnetic simulation / F-parameter / Microwave / / / |
文献情報 |
信学技報 |
資料番号 |
|
発行日 |
|
ISSN |
|
PDFダウンロード |
|
|