Complex Networks of Application of Information Processing

信息处理应用的复杂网络

• 批准号: 23700269
• 负责人: UWATE Yoko
• 金额: $ 2.66万
• 依托单位: The University of Tokushima
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Young Scientists (B)
• 财政年份: 2011
• 资助国家: 日本
• 起止时间: 2011 至 2013
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-23700269/
• 关键词: 生物学ニューラルネットワーク; 社会性ネットワーク; スケールフリー; スモールワールド; 学習; 連想記憶; パターン認識; 結合カオス回路ネットワーク; 複雑ネットワーク; ニューラルネットワーク; 結合発振器ネットワーク; 同期現象; クラスタリング現象; ネットワークトポロジー; 複雑系ネットワーク; 国際情報交流

In this study, we have investigated the performance of complex networks when the affordable neural network is applied for the information processing. We have focused on the affordable neural networks with scale-rule selection and its learning and generalization abilities. We have also proposed the new network structure which has social network property and have investigated the performance of associative memory. Finally, the proposed artificial neural network was realized by the actual circuit model.

在这项研究中，我们研究了复杂网络的性能时，负担得起的神经网络应用于信息处理。我们关注的是具有尺度规则选择的负担得起的神经网络及其学习和泛化能力。我们还提出了一种新的具有社会网络性质的网络结构，并研究了联想记忆的性能。最后，通过实际电路模型实现了所提出的人工神经网络。

项目成果

Frustrated Synchronization in Coupled Oscillator Chains with Unbalanced Parametric Distribution

• 发表时间: 2012
• 作者: K. Matsumura;T. Nagai;Hironori Kumeno;Y. Uwate;Y. Nishio

Cellular Neural Networks with Effect from Friend of a Friend

• DOI: 10.15248/proc.1.711
• 发表时间: 2014
• 期刊: Optik
• 影响因子: 3.1
• 作者: Yoshihiro Kato;Y. Uwate;Y. Nishio

Investigation of Motion Picture Processing by Two-Layer Cellular Neural Networks Switching Coupling Templates

两层细胞神经网络切换耦合模板的运动图像处理研究

• 发表时间: 2013
• 期刊: Proceedings of RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP'13)
• 作者: Kazusige NATSUNO;Yoshihiro KATO;Yoko UWATE and Yoshifumi NISHIO
• 通讯作者: Yoko UWATE and Yoshifumi NISHIO

Genetic Algorithm with Virus Infection for Finding Approximate Solution

病毒感染的遗传算法寻找近似解

• 发表时间: 2013
• 期刊: Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS'13)
• 作者: Takuya INOUE;Yoko UWATE and Yoshifumi NISHIO
• 通讯作者: Yoko UWATE and Yoshifumi NISHIO

Frustrated Synchronization in Two Coupled Polygonal Oscillatory Networks

两个耦合多边形振荡网络中的受挫同步

• 发表时间: 2013
• 期刊: Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS'13)
• 作者: Takuya INOUE;Yoko UWATE and Yoshifumi NISHIO;Hisashi Handa;Yoko UWATE and Yoshifumi NISHIO
• 通讯作者: Yoko UWATE and Yoshifumi NISHIO