2010 Fiscal Year Final Research Report
Research on Spatial Domain Sigma-Delta Modulation by Cellular Neural Network
| Project/Area Number |
20760246
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| Research Category |
Grant-in-Aid for Young Scientists (B)
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| Allocation Type | Single-year Grants |
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| Research Field |
Communication/Network engineering
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| Research Institution | Sophia University |
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Principal Investigator |
AOMORI Hisashi Sophia University, 理工学部, 助教 (20453607)
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| Co-Investigator(Renkei-kenkyūsha) |
TANAKA Mamoru 上智大学, 理工学部, 教授 (00146804)
OTAKE Tsuyoshi 玉川大学, 工学部, 准教授 (20296883)
TAKAHASHI Nobuaki 日本アイ・ビー・エム株式会社
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| Project Period (FY) |
2008 – 2010
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| Keywords | セルラーニューラルネットワーク / 非線形ダイナミクス / 空間領域シグマデルタ変調 / 同期現象 |
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| Research Abstract |
In this research, the basic theories and applications of the sigma-delta cellular neural network (SD-CNN) were studied. For its applications, the second-order SD-CNN and the SD-CNN with over sampling technique were developed. Also, basics of spatio-temporal dynamics of SD-CNN were clarified. Moreover, the image prediction performance in the DA part will be improved by the image context-driven CNN predictors whose parameters can be determined by supervised learning.
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