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IEICE Nonlinear Theory and Its Applications最新文献

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Ensemble kalman variational objective: a variational inference framework for sequential variational auto-encoders 集合卡尔曼变分目标:序列变分自编码器的变分推理框架
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.691
Tsuyoshi Ishizone, Tomoyuki Higuchi, Kazuyuki Nakamura
{"title":"Ensemble kalman variational objective: a variational inference framework for sequential variational auto-encoders","authors":"Tsuyoshi Ishizone, Tomoyuki Higuchi, Kazuyuki Nakamura","doi":"10.1587/nolta.14.691","DOIUrl":"https://doi.org/10.1587/nolta.14.691","url":null,"abstract":"Time series model inference can be divided into modeling and optimization. Sequential VAEs have been studied as a modeling technique. As an optimization technique, methods combining variational inference (VI) and sequential Monte Carlo (SMC) have been proposed; however, they have two drawbacks: less particle diversity and biased gradient estimators. This paper proposes Ensemble Kalman Variational Objective (EnKO), a VI framework with the ensemble Kalman filter, to infer latent time-series models. Our proposed method efficiently learns the time-series models because of its particle diversity and unbiased gradient estimators. We demonstrate that our EnKO outperforms previous SMC-based VI methods in the predictive ability for several synthetic and real-world data sets.","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"96 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135843319","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Scalability improvement of simplified, secure distributed processing with decomposition data 对分解数据进行简化、安全的分布式处理的可扩展性改进
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.140
H. Miyajima, Noritaka Shigei, H. Miyajima, N. Shiratori
{"title":"Scalability improvement of simplified, secure distributed processing with decomposition data","authors":"H. Miyajima, Noritaka Shigei, H. Miyajima, N. Shiratori","doi":"10.1587/nolta.14.140","DOIUrl":"https://doi.org/10.1587/nolta.14.140","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"25 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87842001","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Discriminative restricted Boltzmann machine with trainable sparsity 具有可训练稀疏性的判别受限玻尔兹曼机
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.207
Muneki Yasuda, Tomu Katsumata
{"title":"Discriminative restricted Boltzmann machine with trainable sparsity","authors":"Muneki Yasuda, Tomu Katsumata","doi":"10.1587/nolta.14.207","DOIUrl":"https://doi.org/10.1587/nolta.14.207","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"2 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82157164","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Global stabilization for nonlinear two-port characteristics of bidirectional DC/DC converter and its application to peer-to-peer energy transfer 双向DC/DC变换器非线性双端口特性的全局镇定及其在点对点能量传输中的应用
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.292
Kenta Yamamoto, T. Hisakado, Mahfuzul Islam, O. Wada
{"title":"Global stabilization for nonlinear two-port characteristics of bidirectional DC/DC converter and its application to peer-to-peer energy transfer","authors":"Kenta Yamamoto, T. Hisakado, Mahfuzul Islam, O. Wada","doi":"10.1587/nolta.14.292","DOIUrl":"https://doi.org/10.1587/nolta.14.292","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"49 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89536623","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Design of Focused Ultrasound system for non-invasive treatment of Cystic Fibrosis: a simulation study using equivalent circuit models 用于囊性纤维化无创治疗的聚焦超声系统设计:使用等效电路模型的模拟研究
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.128
Suketu Naik
{"title":"Design of Focused Ultrasound system for non-invasive treatment of Cystic Fibrosis: a simulation study using equivalent circuit models","authors":"Suketu Naik","doi":"10.1587/nolta.14.128","DOIUrl":"https://doi.org/10.1587/nolta.14.128","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"44 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82332151","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Noise-power estimation and performance improvement for SR-based receiver with few-bit ADC 基于小位ADC的sr接收机噪声功率估计及性能改进
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.628
Akihiko Tatematsu, Hiroyuki Hatano, K. Sanada, K. Mori, Hiroya Tanaka, Y. Tadokoro
{"title":"Noise-power estimation and performance improvement for SR-based receiver with few-bit ADC","authors":"Akihiko Tatematsu, Hiroyuki Hatano, K. Sanada, K. Mori, Hiroya Tanaka, Y. Tadokoro","doi":"10.1587/nolta.14.628","DOIUrl":"https://doi.org/10.1587/nolta.14.628","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"8 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74081585","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dynamics of chaotic circuit networks with local bridges 带有局部桥的混沌电路网络动力学
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.534
Y. Uwate, Kenta Ago, Y. Nishio
{"title":"Dynamics of chaotic circuit networks with local bridges","authors":"Y. Uwate, Kenta Ago, Y. Nishio","doi":"10.1587/nolta.14.534","DOIUrl":"https://doi.org/10.1587/nolta.14.534","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"2016 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73574107","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An effective routing strategy using congestion signaling for various types of communication networks 在各种类型的通信网络中使用拥塞信令的有效路由策略
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.436
Konosuke Hiraki, Jun Adachi, Takafumi Matsuura, T. Kimura
{"title":"An effective routing strategy using congestion signaling for various types of communication networks","authors":"Konosuke Hiraki, Jun Adachi, Takafumi Matsuura, T. Kimura","doi":"10.1587/nolta.14.436","DOIUrl":"https://doi.org/10.1587/nolta.14.436","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"60 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83745498","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applying reinforcement learning algorithms to ground station selection in satellite-terrestrial optical communication 应用强化学习算法进行星地光通信地面站选择
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.403
Keigo Makizoe, Atsuhiro Yumoto, Koji Oshima, Kenji Suzuki, M. Hasegawa
{"title":"Applying reinforcement learning algorithms to ground station selection in satellite-terrestrial optical communication","authors":"Keigo Makizoe, Atsuhiro Yumoto, Koji Oshima, Kenji Suzuki, M. Hasegawa","doi":"10.1587/nolta.14.403","DOIUrl":"https://doi.org/10.1587/nolta.14.403","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"43 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85366472","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Functionality of neural dynamics induced by long-tailed synaptic distribution in reservoir computing 水库计算中长尾突触分布诱导的神经动力学功能
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.342
Ibuki Matsumoto, S. Nobukawa, Nobuhiko Wagatsuma, Tomoki Kurikawa
{"title":"Functionality of neural dynamics induced by long-tailed synaptic distribution in reservoir computing","authors":"Ibuki Matsumoto, S. Nobukawa, Nobuhiko Wagatsuma, Tomoki Kurikawa","doi":"10.1587/nolta.14.342","DOIUrl":"https://doi.org/10.1587/nolta.14.342","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"2004 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83026285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
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