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IEICE Nonlinear Theory and Its Applications最新文献

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Analysis on responses of chaotic Izhikevich neurons to periodic forcing 混沌Izhikevich神经元对周期强迫的响应分析
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.677
Yota Tsukamoto, Honami Tsushima, Tohru Ikeguchi
{"title":"Analysis on responses of chaotic Izhikevich neurons to periodic forcing","authors":"Yota Tsukamoto, Honami Tsushima, Tohru Ikeguchi","doi":"10.1587/nolta.14.677","DOIUrl":"https://doi.org/10.1587/nolta.14.677","url":null,"abstract":"The Izhikevich neuron model can reproduce various types of neurons, including chaotic neurons, by utilizing appropriate parameter sets. This study analyzes the responses of a periodically forced Izhikevich neuron with chaotic parameters using three measures—the diversity index, the coefficient of variation, and the local variation—to quantify interspike intervals (ISIs). The evaluation of ISIs combining these three measures clarifies the differences in neuronal activities, but evaluation using an individual measure cannot. In addition, we analyzed the change in the stability of the equilibrium points caused by a periodic input on a phase plane. The results indicate that in electrophysiologically feasible parameter sets, the stability of equilibrium points plays a crucial role in determining the critical amplitude around which irregular activities transition to regular ones. Thus, the relationship between neural behavior and the period and amplitude of the input current is contingent upon the existence and stability of equilibrium points.","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"130 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":"135843311","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
Active charge balancer for CMOS integration of an array of neural stimulators 有源电荷平衡器为CMOS集成了一组神经刺激器
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.319
Seiichi Bun, T. I. Shiramatsu, Hirokazu Takahashi, T. Asai
{"title":"Active charge balancer for CMOS integration of an array of neural stimulators","authors":"Seiichi Bun, T. I. Shiramatsu, Hirokazu Takahashi, T. Asai","doi":"10.1587/nolta.14.319","DOIUrl":"https://doi.org/10.1587/nolta.14.319","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"2015 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87808890","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
UAV data delivery and routing optimization in Piggyback Network 无人机背负式网络数据传输与路由优化
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.66
So Hasegawa, Kazuki Kuwata, Aohan Li, Yoshito Watanabe, Y. Shoji, M. Hasegawa
{"title":"UAV data delivery and routing optimization in Piggyback Network","authors":"So Hasegawa, Kazuki Kuwata, Aohan Li, Yoshito Watanabe, Y. Shoji, M. Hasegawa","doi":"10.1587/nolta.14.66","DOIUrl":"https://doi.org/10.1587/nolta.14.66","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84579861","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
Nonlinear trend of COVID-19 infection time series 新型冠状病毒感染时间序列的非线性趋势
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.165
F. Ishiyama
{"title":"Nonlinear trend of COVID-19 infection time series","authors":"F. Ishiyama","doi":"10.1587/nolta.14.165","DOIUrl":"https://doi.org/10.1587/nolta.14.165","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"5 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85620871","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
Modified parallel nested-layer particle swarm optimization algorithm for fast bifurcation point detection and its software implementation 改进的并行嵌套层粒子群快速分岔点检测算法及其软件实现
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.308
Tomo Hasegawa, H. Matsushita, T. Kousaka, H. Kurokawa
{"title":"Modified parallel nested-layer particle swarm optimization algorithm for fast bifurcation point detection and its software implementation","authors":"Tomo Hasegawa, H. Matsushita, T. Kousaka, H. Kurokawa","doi":"10.1587/nolta.14.308","DOIUrl":"https://doi.org/10.1587/nolta.14.308","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"111 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73304078","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
Backdoor poisoning attacks against few-shot classifiers based on meta-learning 针对基于元学习的少量分类器的后门投毒攻击
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.491
Ganma Kato, Chako Takahashi, Koutarou Suzuki
{"title":"Backdoor poisoning attacks against few-shot classifiers based on meta-learning","authors":"Ganma Kato, Chako Takahashi, Koutarou Suzuki","doi":"10.1587/nolta.14.491","DOIUrl":"https://doi.org/10.1587/nolta.14.491","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":"84088166","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
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
Special issue on recent advances in nonlinear problems 关于非线性问题最新进展的专刊
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.569
A. Tsuneda
{"title":"Special issue on recent advances in nonlinear problems","authors":"A. Tsuneda","doi":"10.1587/nolta.14.569","DOIUrl":"https://doi.org/10.1587/nolta.14.569","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"52 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84689083","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
Special section on topological data analysis 关于拓扑数据分析的特殊章节
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.78
I. Obayashi
{"title":"Special section on topological data analysis","authors":"I. Obayashi","doi":"10.1587/nolta.14.78","DOIUrl":"https://doi.org/10.1587/nolta.14.78","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"17 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":"82777728","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 multivalued frequency response filters by using nonlinear feedback 基于非线性反馈的多值频响滤波器设计
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2023-01-01 DOI: 10.1587/nolta.14.520
M. Bucolo, A. Buscarino, Luigi Fortuna, S. Gagliano
{"title":"Design of multivalued frequency response filters by using nonlinear feedback","authors":"M. Bucolo, A. Buscarino, Luigi Fortuna, S. Gagliano","doi":"10.1587/nolta.14.520","DOIUrl":"https://doi.org/10.1587/nolta.14.520","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83397469","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
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