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IEICE Nonlinear Theory and Its Applications最新文献

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Network structure identification via Koopman analysis and sparse identification 基于库普曼分析和稀疏识别的网络结构识别
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.477
Zhuanglin Mei, T. Oguchi
{"title":"Network structure identification via Koopman analysis and sparse identification","authors":"Zhuanglin Mei, T. Oguchi","doi":"10.1587/nolta.13.477","DOIUrl":"https://doi.org/10.1587/nolta.13.477","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"71 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91133164","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: 4
Piecewise-linear particle swarm optimizer, basic dynamics, reference frame invariance, and search performance 分段线性粒子群优化器，基本动力学，参考帧不变性和搜索性能
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.170
Tomoyuki Sasaki, H. Nakano
{"title":"Piecewise-linear particle swarm optimizer, basic dynamics, reference frame invariance, and search performance","authors":"Tomoyuki Sasaki, H. Nakano","doi":"10.1587/nolta.13.170","DOIUrl":"https://doi.org/10.1587/nolta.13.170","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"71 9","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72406895","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
Real-time computation of a large-scaled entorhinal-hippocampal spiking neural network using GPU acceleration 基于GPU加速的大规模内嗅-海马脉冲神经网络的实时计算
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.349
Kensuke Takada, K. Tateno
{"title":"Real-time computation of a large-scaled entorhinal-hippocampal spiking neural network using GPU acceleration","authors":"Kensuke Takada, K. Tateno","doi":"10.1587/nolta.13.349","DOIUrl":"https://doi.org/10.1587/nolta.13.349","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"5 9","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72427919","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 modeling for equity valuation by machine learning 基于机器学习的股权估值非线性建模
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.246
Yuuki Tsukahara, Riku Tanaka, Tomoyasu Suzuki
{"title":"Nonlinear modeling for equity valuation by machine learning","authors":"Yuuki Tsukahara, Riku Tanaka, Tomoyasu Suzuki","doi":"10.1587/nolta.13.246","DOIUrl":"https://doi.org/10.1587/nolta.13.246","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"18 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84959659","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
Wavefront propagation in two-dimensional optical bistable device and its application to maze exploration 二维光学双稳器件的波前传播及其在迷宫探测中的应用
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.53
T. Isoshima
{"title":"Wavefront propagation in two-dimensional optical bistable device and its application to maze exploration","authors":"T. Isoshima","doi":"10.1587/nolta.13.53","DOIUrl":"https://doi.org/10.1587/nolta.13.53","url":null,"abstract":": A bistable system with a spatial expanse can support traveling wavefront which is an interface between different stable states such as “on” and “off”. In this work, a two-dimensional thermo-optical bistable device is investigated in terms of wavefront propagation property and its application to maze exploration. It is shown that wavefront velocity is controllable by light intensity and can take even a negative value, i.e. reduction or retreat of the “on”-state area. Utilizing this feature, an application of this device to maze exploration is demonstrated, where extension of the “on” state area explores the whole paths of the maze, and then the device is switched to reduction mode in which the “on” state area retreats from dead-end paths, resulting in the collect path of the maze.","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"55 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84501875","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
addHessian: Combining quasi-Newton method with first-order method for neural network training addHessian:结合准牛顿方法和一阶方法进行神经网络训练
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.361
Sota Yasuda, S. Indrapriyadarsini, H. Ninomiya, T. Kamio, H. Asai
{"title":"addHessian: Combining quasi-Newton method with first-order method for neural network training","authors":"Sota Yasuda, S. Indrapriyadarsini, H. Ninomiya, T. Kamio, H. Asai","doi":"10.1587/nolta.13.361","DOIUrl":"https://doi.org/10.1587/nolta.13.361","url":null,"abstract":": First-order methods such as SGD and Adam are popularly used in training Neural networks. On the other hand, second-order methods have shown to have better performance and faster convergence despite their high computational cost by incorporating the curvature information. While second-order methods determine the step size by line search approaches, first-order methods achieve e ffi cient learning by devising a way to adjust the step size. In this paper, we propose a new learning algorithm for training neural networks by combining first-order and second-order methods. We investigate the ef-fectiveness of our proposed method when combined with popular first-order methods - SGD, Adagrad, and Adam, through experiments using image classification problems.","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"20 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84509509","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
Data synchronization via node degree in a network of coupled phase oscillators 耦合相位振荡器网络中节点度的数据同步
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.534
Kota Shiozawa, T. Miyano, Isao T. Tokuda
{"title":"Data synchronization via node degree in a network of coupled phase oscillators","authors":"Kota Shiozawa, T. Miyano, Isao T. Tokuda","doi":"10.1587/nolta.13.534","DOIUrl":"https://doi.org/10.1587/nolta.13.534","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"110 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75990125","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
Differential evolution with perturbation for continuous function optimization 连续函数优化的微扰微分演化
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.239
T. Muto, M. Maeda
{"title":"Differential evolution with perturbation for continuous function optimization","authors":"T. Muto, M. Maeda","doi":"10.1587/nolta.13.239","DOIUrl":"https://doi.org/10.1587/nolta.13.239","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"1 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89462081","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
A novel hardware-efficient auditory neuron model based on ergodic cellular automaton and its first pitch-shift effect 一种基于遍历元胞自动机及其第一音高位移效应的新型听觉神经元模型
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.391
Yui Kishimoto, I. Kubota, Kentaro Takeda, H. Torikai
{"title":"A novel hardware-efficient auditory neuron model based on ergodic cellular automaton and its first pitch-shift effect","authors":"Yui Kishimoto, I. Kubota, Kentaro Takeda, H. Torikai","doi":"10.1587/nolta.13.391","DOIUrl":"https://doi.org/10.1587/nolta.13.391","url":null,"abstract":"","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"4 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77129689","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
Mid-infrared free-space cryptosystem 中红外自由空间密码系统
IF 0.5
IEICE Nonlinear Theory and Its Applications Pub Date : 2022-01-01 DOI: 10.1587/nolta.13.44
O. Spitz, A. Herdt, P. Didier, W. Elsässer, F. Grillot
{"title":"Mid-infrared free-space cryptosystem","authors":"O. Spitz, A. Herdt, P. Didier, W. Elsässer, F. Grillot","doi":"10.1587/nolta.13.44","DOIUrl":"https://doi.org/10.1587/nolta.13.44","url":null,"abstract":": Communication privacy is one of the key requirements for always expanding net-works. Furthermore, fibre systems are becoming saturated and many remote areas do not have access to broadband connection because current systems are too difficult or expensive to de-ploy. In this work, we experimentally demonstrate a mid-infrared free-space cryptosystem that is based on chaos synchronization between two quantum cascade lasers. Optimal amplitude conditions to ensure both privacy and acceptable deciphering are described, paving the way towards a wide adoption of quantum cascade lasers for future communication systems.","PeriodicalId":54110,"journal":{"name":"IEICE Nonlinear Theory and Its Applications","volume":"19 1","pages":""},"PeriodicalIF":0.5,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73350649","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: 2
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