MIYOSHI, Seiji |
---|
Faculty, Department/Institute
- Faculty of Engineering Science Department of Electrical and Electronic Engineering
Academic status (qualification)
- Professor Apr. 1,2010
Undergraduate Degrees・University
- Kyoto University Faculty of Engineering1986 Graduated
Graduate Degrees・University
- Kanazawa University Doctor's Degree Program 1998 Completed
- Kyoto University Master's Degree Program 1988 Completed
Academic Degrees
- Mar. 1998 Kanazawa University
- Mar. 1988 Kyoto University
Homepage Address, E-mail Address
- Homepage Address:http://www2.itc.kansai-u.ac.jp/~miyoshi/
Research fields
Research fields | keyword |
---|---|
Information and communication engineering | |
Machine learning |
Research Career
- 1988/4/1~1994年/2/28
- 1994/4/1~2008年/3/31
Awards
- Papers of Editors' Choice Aug. 2011(Journal of the Physical Society of Japan)
- Excellent Paper Award Oct. 20,2016(23rd International Conference on Neural Information Processing (ICONIP2016))
- Feb. 2016
- Jun. 4,2020
Academic Associations
所属学会・団体名 | 役職名 (役職在任期間) |
---|---|
IEEE | Senior Member() |
20040000(2006/), 20060000(2008/) |
Intellectual Property Rights
- (Acquired)
- application number:特願平3-284556 (Oct. 30,1991)
- application number:特開平5-122030 (May 18,1993)
- application number:第2682306号
Research Publications
No. | Type of publication | Date of publication (Date of presentation) | Title | Type of research result | Jointly authored or single authored | Publisher and journal name | Volume number |
---|---|---|---|---|---|---|---|
1 | Papers1 | 2019/10~2019,10,00,,, | Connecting PM and MAP in Bayesian spectral deconvolution by extending exchange Monte Carlo method and using multiple data sets | Academic Journal | Co-authored | Neural Networks | Vol.118, pp.159-166 |
2 | Papers1 | 2018/12/1~2018,12,01,,, | Statistical-Mechanics Approach to Theoretical Analysis of the FXLMS Algorithm | Academic Journal | Co-authored | IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences | Vol.E101-A, No.12, pp.2419-2433 |
3 | International academic conference8 | 2018/11/14~2018,11,14,,, | Statistical-Mechanical Analysis of the Second-Order Adaptive Volterra Filter | Other | Co-authored | Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2018 (APSIPA ASC 2018) | pp.1821-1824 |
4 | International academic conference8 | 2018/9/13~2018,09,13,,, | Empirical Verification of Information Theoretic Model Predictive Control | Co-authored | Society of Instrument and Control Engineers Annual Conference 2018 (SICE 2018) | pp.658-661 | |
5 | Papers1 | 2018/6~2018,06,00,,, | Non-monotonic convergence of online learning algorithms for Perceptrons with noisy teacher | Academic Journal | Co-authored | Neural Networks | Vol.102, pp.21-26 |
6 | Papers1 | 2018/5~2018,05,00,,, | Statistical-mechanical analysis of multi-channel active noise control | Academic Journal | Co-authored | Vol.31, No.5 | |
7 | Papers1 | 2018/4~2018,04,00,,, | Statistical-mechanical analysis on adaptation rate and its measures of active noise control | Academic Journal | Co-authored | Vol.138, No.4 | |
8 | International academic conference8 | 2017/12/13~2017,12,13,,, | Statistical-mechanical analysis of the FXLMS algorithm for multiple-channel active noise control | Other | Co-authored | Proc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2017 | 141 (4 pages) |
9 | Papers1 | 2017/7/14~2017,07,14,,, | Statistical mechanics of on-line learning using correlated examples and its optimal scheduling | Academic Journal | Co-authored | Journal of the Physical Society of Japan | Vol.86, No.8, 084804 (5 pages) |
10 | Papers1 | 2017/5/17~2017,05,17,,, | Statistical-mechanical analysis connecting supervised learning and semi-supervised learning | Academic Journal | Co-authored | Journal of the Physical Society of Japan | Vol.86, No.6, 063801 (4 pages) |
11 | Papers1 | 2017/2/15~2017,02,15,,, | Statistical-mechanical analysis of LMS Algorithm for time-varying unknown system | Academic Journal | Co-authored | Journal of the Physical Society of Japan | Vol.86, No.2, 024803 (5 pages) |
12 | International academic conference8 | 2016/12/15~2016,12,15,,, | Analysis of adaptation rate of the FXLMS algorithm | Co-author | Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2016 (APSIPA ASC 2016) | 134 (4 pages) | |
13 | International academic conference8 | 2016/12/14~2016,12,14,,, | Analytical Study on the Optimal Step Size of the LMS Algorithm | Co-author | Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2016 (APSIPA ASC 2016) | 52 (4 pages) | |
14 | International academic conference8 | 2016/7/26~2016/7/282016,07,26,2016,07,28 | Analysis of the FXLMS algorithm for Multi-channel Active Noise Control | Co-author | Proc. on 11th International Symposium in Science and Technology | ||
15 | International academic conference8 | 2016/7/26~2016/7/282016,07,26,2016,07,28 | Analysis of Adaptation Rate of the FXLMS Algorithm | Co-author | Proc. on 11th International Symposium in Science and Technology | ||
16 | International academic conference8 | 2016/7/26~2016/7/282016,07,26,2016,07,28 | Image Restoration using Singular value Decomposition | Co-author | Proc. on 11th International Symposium in Science and Technology | ||
17 | International academic conference8 | 2016/7/26~2016/7/282016,07,26,2016,07,28 | Bayesian Restoration and Segmentation of Poissonian Degraded Image using Region-based Latent Variables | Co-author | Proc. on 11th International Symposium in Science and Technology | ||
18 | International academic conference8 | 2016/7/26~2016/7/282016,07,26,2016,07,28 | Theoretical Analysis of Semi-supervised Learning and Its Optimal Scheduling | Co-author | Proc. on 11th International Symposium in Science and Technology | ||
19 | International academic conference8 | 2016/7/26~2016/7/282016,07,26,2016,07,28 | Theoretical Analysis of LMS Algorithm for Time-Varying Unknown System | Co-author | Proc. on 11th International Symposium in Science and Technology | ||
20 | International academic conference8 | 2016/7/18~2016/7/222016,07,18,2016,07,22 | Statistical mechanics of feedforward active noise control | Co-author | STATPHYS26 | ||
21 | Papers1 | 2016/7/14~2016,07,14,,, | Statistical-mechanical analysis of semi-supervised learning and its optimal scheduling | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.85, No.8, 084802 (6 pages) |
22 | International academic conference8 | 2015/12/18~2015,12,18,,, | Analysis of the FXLMS algorithm with norm-constant time-varying primary path | Co-author | Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2015 (APSIPA ASC 2015) | pp.165-168 | |
23 | International academic conference8 | 2015/12/16~2015/12/192015,12,16,2015,12,19 | Analysis of the FXLMS algorithm with norm-constant time-varying primary path, | Co-author | |||
24 | International academic conference8 | 2015/4/21~2015/4/212015,04,21,2015,04,21 | Statistical-Mechanical Analysis of the FXLMS Algorithm with Actual Primary Path | Co-author | pp.3502-3506 | ||
25 | 99 | 2015/1/23~2015,01,23,,, | 時変な一次経路を有する能動騒音制御の統計力学的解析 | Co-author | |||
26 | International academic conference8 | 2014/12/11~2014,12,11,,, | Statistical-mechanical analysis of the FXLMS algorithm with time-varying primary path | Co-author | Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2014 (APSIPA ASC 2014) | 1088 (5 pages) | |
27 | Papers1 | 2014/4/15~2014,04,15,,, | Online learning through moving ensemble teachers -An exact solution of a linear model- | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.83, No.5, 054801 (6 pages) |
28 | International academic conference8 | 2013/9/5~2013,09,05,,, | A theory of the FXLMS algorithm based on statistical-mechanical method | Other | Co-author | International Symposium on Image and Signal Processing and Analysis (ISPA2013) | |
29 | International academic conference8 | 2013/8/23~2013,08,23,,, | Counting Solution of Constraint Satisfaction Problem using Replica Exchange Markov Chain Monte Carlo Method, Proc. | Other | Co-author | 8th International Symposium in Science and Technology | |
30 | International academic conference8 | 2013/8/23~2013,08,23,,, | A Study on Bayesian Image Super-Resolution with a Compound Markov Random Field and Registration Parameters, Proc. | Other | Co-author | 8th International Symposium in Science and Technology | |
31 | International academic conference8 | 2013/8/23~2013,08,23,,, | A Study on Bayesian Image Super-Resolution with a Compound Markov Random Field and Registration Parameters, | Other | Co-author | Proc.8th International Symposium in Science and Technology | p.324 |
32 | International academic conference8 | 2013/8/23~2013,08,23,,, | Counting Solution of Constraint Satisfaction Problem using Replica Exchange Markov Chain Monte Carlo Method, Proc. | Co-author | Proc.8th International Symposium in Science and Technology, | p.325 | |
33 | Papers1 | 2013/6~2013,06,00,,, | Replica analysis of multiuser detection for code division multiple access with M-ary phase-shift keying | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.82, No.7, 074802 (7 pages), |
34 | International academic conference8 | 2013/5/28~2013,05,28,,, | Statistical-mechanical analysis of the FXLMS algorithm with nonwhite reference signals | Other | Co-author | IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2013) | |
35 | Papers1 | 2013/1~2013,01,00,,, | Self-consistent signal-to-noise analysis of CDMA multiuser detection with M-ary phase-shift keying | Academic Journal | Journal of the Physical Society of Japan | Vol.82, No.2, 023802 | |
36 | International academic conference8 | 2012/10/15~2012,10,15,,, | Convergence properties of perceptron learning with noisy teacher | Other | Sino-foreign-interchange Workshop on Intelligence Science & Intelligent Data Engineering (IScIDE2012) | pp.417-424 | |
37 | International academic conference8 | 2012/8/30~2012,08,30,,, | Statistical mechanical analysis of CDMA communication | Other | pp.270-271 | ||
38 | International academic conference8 | 2012/8/30~2012,08,30,,, | Statistical image processing using switching state-space model and variational Bayesian method | Other | pp.200-203 | ||
39 | International academic conference8 | 2012/8/30~2012,08,30,,, | Statistical image processing using switching state-space model and variational Bayesian method, Proc. | Other | Co-author | Proc.7th International Symposium in Science and Technology | |
40 | International academic conference8 | 2012/8/30~2012,08,30,,, | Statistical mechanical analysis of CDMA communication, | Other | Co-author | Proc.7th International Symposium in Science and Technology, | |
41 | International academic conference8 | 2012/8/6~2012,08,06,,, | Theoretical discussion of the Filtered-X LMS algorithm based on statistical mechanical analysis | Other | IEEE Statistical Signal Processing Workshop (SSP2012) | pp.341-344 | |
42 | Papers1 | 2012/8~2012,08,00,,, | Image segmentation and restoration using switching state-space model and variational Bayesian method | Academic Journal | Journal of the Physical Society of Japan | Vol.81, No.9, 094802 | |
43 | Papers1 | 2012/5~2012,05,00,,, | Statistical mechanics of on-line ensemble teacher learning through a novel perceptron learning rule | Academic Journal | Journal of the Physical Society of Japan | Vol.81, No.6, 064002 | |
44 | Papers1 | 2011/10~2011,10,00,,, | Statistical mechanics of adaptive weight perturbation learning | Academic Journal | Co-author | IEICE Transactions on Information and Systems | E94-D, 10, 1937-1940 |
45 | Papers1 | 2011/10~2011,10,00,,, | Statistical mechanics of on-line learning using correlated examples | Academic Journal | Co-author | IEICE Transactions on Information and Systems | E94-D, 10, 1941-1944 |
46 | Papers1 | 2011/9~2011,09,00,,, | Image segmentation using region-based latent variables and belief propagation | Academic Journal | Co-author | Journal of the Physical Society of Japan | 80, 9, 093802 |
47 | 99 | 2011/8/26~2011,08,26,,, | Fast Bayesian Image Super-Resolution and its Performance Evaluation | Other | Co-author | International Symposium in Science and Technology at Kansai University 2011 | p.261, IT-P-07 |
48 | 99 | 2011/8/26~2011,08,26,,, | Image segmentation and restoration by variational Bayesian method and MCMC | Other | Co-author | International Symposium in Science and Technology at Kansai University 2011 | p.262, IT-P-08 |
49 | 99 | 2011/8/26~2011,08,26,,, | Self-Consistent Signal-to-Noise Analysis of CDMA Communication | Other | Co-author | International Symposium in Science and Technology at Kansai University 2011 | p.263, IT-P-09 |
50 | Papers1 | 2011/8~2011,08,00,,, | Statistical-mechanics approach to the Filtered-X LMS algorithm | Academic Journal | Co-author | Electronics Letters | 47,17,997-999 |
51 | International academic conference8 | 2011/6/17~2011,06,17,,, | Theory of on-line ensemble-teacher learning through a perceptron rule with a margin | Other | Co-author | 21st International Conference on Artificial Neural Networks (ICANN2011) | pp.363-370 |
52 | Academic presentation7 | 2011/3/28~2011,03,28,,, | 領域ベースの隠れ変数とBPを用いた画像の分割と修復 | Other | Co-author | 日本物理学会年次大会講演概要集 | 28aTD-2 |
53 | Academic presentation7 | 2011/3/16~2011/3/172011,03,16,2011,03,17 | 領域ベースの隠れ変数によるカラー画像領域分割とハイパーパラメータ推定 | Other | Co-author | 計測自動制御学会 第38回知能システムシンポジウム | pp.85-90 |
54 | Papers1 | 2011/1~2011,01,00,,, | Image restoration and segmentation using region-based latent variables: Bayesian inference based on variational method | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.80, No.1, p.014802 (11 pages) |
55 | Academic presentation7 | 2010/11/14~2010,11,14,,, | 領域ベースの潜在変数と確率伝搬法を用いた画像領域分割 | Other | Co-author | 電気関係学会関西連合大会 (KJICEE2010) | 4A202-20 |
56 | Academic presentation7 | 2010/11/14~2010,11,14,,, | レプリカ法を用いたソーラス符号の解析 | Other | Co-author | 電気関係学会関西連合大会 (KJICEE2010) | 4A303-8 |
57 | Academic presentation7 | 2010/11/14~2010,11,14,,, | 領域ベースの隠れ変数によるカラー画像領域分割 | Other | Co-author | 電気関係学会関西連合大会 (KJICEE2010) | 4A202-29 |
58 | Academic presentation7 | 2010/11/13~2010,11,13,,, | 適応型荷重摂動学習の汎化能力に関する統計力学的解析 | Other | Co-author | 電気関係学会関西連合大会 (KJICEE2010) | 3A303-13 |
59 | Academic presentation7 | 2010/11/13~2010,11,13,,, | 入力が相関を有するオンライン学習に関する統計力学的解析 | Other | Co-author | 電気関係学会関西連合大会 (KJICEE2010) | 3A303-12 |
60 | Academic presentation7 | 2010/11/5~2010,11,05,,, | 入力が相関を有するオンライン学習の統計力学 | Other | Co-author | 電子情報通信学会技術研究報告 | IBISML2010-91, pp.239-244 |
61 | Academic presentation7 | 2010/11/5~2010,11,05,,, | 適応型荷重摂動学習の統計力学 | Other | Co-author | 電子情報通信学会技術研究報告 | IBISML2010-92, pp.245-250 |
62 | Academic presentation7 | 2010/11/4~2010,11,04,,, | 領域ベースの隠れ変数と確率伝搬法を用いた画像領域分割 | Other | Co-author | 電子情報通信学会技術研究報告 | IBISML2010-71, pp.91-97 |
63 | Papers1 | 2010/11~2010,11,00,,, | Estimation of distribution algorithm incorporating switching | Academic Journal | Co-author | IEICE Transactions on Information and Systems | Vol.E93-D, No.11, pp.3108-3111 |
64 | International academic conference8 | 2010/9/18~2010,09,18,,, | Novel On-Line Ensemble-Teacher Learning through Perceptron rule with a margin | Other | Co-author | 20th International Conference on Artificial Neural Networks (ICANN2010) | pp.339-344 |
65 | International academic conference8 | 2010/8/21~2010,08,21,,, | Visual feedback robot system via fuzzy control | Other | Co-author | SICE Annual Conference 2010 | pp.1462-1465 |
66 | International academic conference8 | 2010/8/20~2010,08,20,,, | Simultaneous perturbation particle swarm optimization and FPGA realization | Other | Co-author | SICE Annual Conference 2010 | pp.3264-3267 |
67 | Academic presentation7 | 2010/7/29~2010,07,29,,, | 領域ベースの潜在変数を用いた画像の修復と領域分割 -変分法に基づくベイズ推定- | Other | Co-author | 第13回 画像の認識と理解シンポジウム(MIRU2010) | IS3-6 |
68 | International academic conference8 | 2010/7/19~2010,07,19,,, | Image Compression with Hardware Self-Organizing Map | Other | Co-author | 2010 International Conference on Neural Networks (IJCNN2010) | pp.2294-2301 |
69 | International academic conference8 | 2010/7/19~2010,07,19,,, | Comparison of Range Check Classifier and Hybrid Network Classifier for Hand Sign Recognition System | Other | Co-author | 2010 International Conference on Neural Networks (IJCNN2010) | pp.1308-1315 |
70 | Papers1 | 2010/1~2010,01,00,,, | Statistical mechanical study of partial annealing of a neural network model | Academic Journal | Co-author | Journal of Physics A: Mathematical and Theoretical | Vol.43, 025004 (22 pages) |
71 | Papers1 | 2009/11~2009,11,00,,, | Statistical mechanics of on-line mutual learning with many linear perceptrons | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.78, No.11, 114001 (5 pages) |
72 | International academic conference8 | 2009/9/14~2009,09,14,,, | Mutual learning with many linear perceptrons; on-line learning theory | Academic Journal | Co-author | Lecture Notes in Computer Science (LNCS) | 5768, pp.171-180 |
73 | International academic conference8 | 2009/8/20~2009,08,20,,, | Pulse Coupled Oscillator with Learning Capability Using Simultaneous Perturbation and Its FPAA Implementation | Other | Co-author | Proc. ICROS-SICE International Joint Conference 2009 (ICCAS-SICE 2009), Fukuoka, Japan | pp.3142-3145 |
74 | Papers1 | 2009/7~2009,07,00,,, | Statistical mechanical analysis of simultaneous perturbation learning | Academic Journal | Co-author | IEICE transactions on Fundamentals of Electronics, Communications and Computer Sciences | Vol.E92-A, No.7, pp.1743-1746 |
75 | International academic conference8 | 2009/6/16~2009,06,16,,, | Hand sign recognition system based on hybrid network classifier | Other | Co-author | Proc. 2009 International Conference on Neural Networks (IJCNN2009), Atlanta, USA | pp.3074-3081 |
76 | International academic conference8 | 2009/6/15~2009,06,15,,, | On automatic generation of VHDL code for self-organizing maps | Other | Co-author | Proc. 2009 International Conference on Neural Networks (IJCNN2009), Atlanta, USA | pp.2366-2373 |
77 | International academic conference8 | 2009/5/21~2009,05,21,,, | On simultaneous perturbation particle swarm optimization | Other | Co-author | Proc. 2009 IEEE Congress on Evolutionary Computation (IEEE CEC 2009), Trondheim, Norway | pp.3271-3276 |
78 | Papers1 | 2009/5~2009,05,00,,, | Effect of slow switching of ensemble teachers in on-line learning | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.78, No.5, 053001 (5 pages) |
79 | International academic conference8 | 2008/11/26~2008,11,26,,, | Analysis of Ising spin neural network with time-dependent Mexican-hat-type interaction | Academic Journal | Co-author | Lecture Notes in Computer Science (LNCS) | 5507, pp.195-202 |
80 | Papers1 | 2008/9~2008,09,00,,, | A theoretical analysis of on-line learning using correlated examples | Academic Journal | Co-author | IEICE transactions on Fundamentals of Electronics, Communications and Computer Sciences | Vol.E91-A, No.9, 2663-2670 |
81 | Papers1 | 2007/11~2007,11,00,,, | Theory of time domain ensemble on-line learning of perceptron under the existence of external noise | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.76, No.11, 114006 (8 pages) |
82 | Papers1 | 2007/11~2007,11,00,,, | Statistical mechanics of nonlinear on-line learning for ensemble teachers | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.76, No.11, 114001 (6 pages) |
83 | Papers1 | 2007/4~2007,04,00,,, | Statistical mechanics of on-line learning when a moving teacher goes around an unlearnable true teacher | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.76, No.4, 044003 (5 pages) |
84 | Papers1 | 2006/12~2006,12,00,,, | Statistical mechanics of linear and nonlinear time-domain ensemble learning | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.75, No.12, 124002 (6 pages) |
85 | International academic conference8 | 2006/9~2006,09,00,,, | A statistical mechanical analysis of on-line learning: Many teachers or few teachers ? | Other | Single-Author | Proc. 7th Int. Symp. of Global Renaissance by Green Energy Revolution, 21st Century COE Program | pp.102-107 |
86 | Papers1 | 2006/8~2006,08,00,,, | Statistical mechanics of time-domain ensemble learning | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.75, No.8, 084007 (6 pages) |
87 | International academic conference8 | 2006/7~2006,07,00,,, | Statistical mechanics of online learning for ensemble teachers | Other | Co-author | Proc. Int. Joint Conf. on Neural Networks (IJCNN2006) | pp.1729-1734 |
88 | Papers1 | 2006/4~2006,04,00,,, | Statistical mechanics of online learning for ensemble teachers | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.75, No.4, 044002 (6 pages) |
89 | Papers1 | 2006/2~2006,02,00,,, | Analysis of on-line learning when a moving teacher goes around a true teacher | Academic Journal | Co-author | Journal of the Physical Society of Japan | Vol.75, No.2, 024003 (6 pages) |
90 | International academic conference8 | 2006/1~2006,01,00,,, | A statistical mechanical analysis of on-line learning: Can student be more clever than teacher ? | Other | Single-Author | Proc. 6th Int. Symp. of Global Renaissance by Green Energy Revolution, 21st Century COE Program | pp.124-129 |
91 | International academic conference8 | 2005/4~2005,04,00,,, | Analysis of ensemble learning using simple perceptrons based on online learning theory | Other | Co-author | Progress of Theoretical Physics, Supplement | No.157, pp.270-274 |
92 | Papers1 | 2005/3~2005,03,00,,, | Analysis of ensemble learning using simple perceptrons based on online learning theory | Academic Journal | Co-author | Physical Review E | 71, 036116 (11 pages) |
93 | Papers1 | 2004/9~2004,09,00,,, | Storage capacity diverges with synaptic efficiency in an associative memory model with synaptic delay and pruning | Academic Journal | Co-author | IEEE Transactions on Neural Networks | vol.15, no.5, pp.1215-1227 |
94 | International academic conference8 | 2004/7~2004,07,00,,, | Analysis of ensemble learning using simple perceptrons based on online learning theory | Other | Co-author | Proc. Int. Joint Conf. on Neural Networks (IJCNN2004) | pp.1151-1156 |
95 | Papers1 | 2004/1~2004,01,00,,, | Associative memory by recurrent neural networks with delay elements | Academic Journal | Co-author | Neural Networks | vol.17, no.1, pp.55-63 |
96 | International academic conference8 | 2002/11~2002,11,00,,, | A theory of associative memory model with synaptic delay and pruning | Other | Co-author | Proc. Symp. on Nonlinear&Linear Information Processing Systems | vol.1 of 1, pp.44-51 |
97 | International academic conference8 | 2002/11~2002,11,00,,, | Associative memory by recurrent neural networks with delay elements | Other | Co-author | Proc. 9th Int. Conf. on Neural Information Processing (ICONIP'02) | vol.1 of 5, pp.70-74 |
98 | International academic conference8 | 1998/10~1998,10,00,,, | Block-size optimization of block orthogonal projection algorithm for linear dichotomies | Other | Co-author | Proc. Int. Conf. on Neural Information Processing (ICONIP'98) | pp.1215-1218 |
99 | International academic conference8 | 1998/9~1998,09,00,,, | Convergence Analysis of Block Orthogonal Projection Algorithm for Linear Dichotomies | Other | Co-author | Proc. Int. Symp. on Nonlinear Theory and its Applications (NOLTA'98) | pp.359-362 |
100 | International academic conference8 | 1998/5~1998,05,00,,, | Convergence properties of symmetric learning algorithm for pattern classification | Other | Co-author | Proc. IEEE&INNS Int. Joint Conf. on Neural Networks (IJCNN'98) | pp.2340-2345 |
101 | International academic conference8 | 1997/11~1997,11,00,,, | Conditions for convergence of the normalized LMS algorithm in neural learning | Other | Co-author | Proc. Int. Symp. on Nonlinear Theory and its Applications (NOLTA'97) | pp.743-746 |
102 | International academic conference8 | 1997/6~1997,06,00,,, | A geometric learning algorithm for elementary perceptron and its convergence analysis | Other | Co-author | Proc. IEEE Int. Conf. on Neural Networks (ICNN'97) | pp.1913-1918 |
103 | bulletin99 | 1997/2~1997,02,00,,, | Probabilistic memory capacity of recurrent neural networks | In-house publication | Single-Author | Research Reports of Kobe City College of Technology | No.35, pp.41-44 |
104 | International academic conference8 | 1996/6~1996,06,00,,, | Probabilistic memory capacity of recurrent neural networks | Other | Co-author | Proc. IEEE Int. Conf. on Neural Networks (ICNN'96) | pp.1291-1296 |
105 | International academic conference8 | 1995/11~1995,11,00,,, | A recurrent neural network with serial delay elements for memorizing limit cycles | Other | Co-author | Proc. IEEE Int. Conf. on Neural Networks (ICNN'95) | pp.1955-1960 |
106 | International academic conference8 | 1989/12~1989,12,00,,, | Comparison of subsonic and supersonic diagonal type generators combined with synchronous generator, line-commutated inverter and transmission system | Other | Co-author | Proc. 10th Int. Conf. on Magnetohydrodynamic Electrical Power Generation | vol.3, XIII., pp.29-36 |
107 | International academic conference8 | 1989/12~1989,12,00,,, | Application of current source PWM inverter to MHD-transmission system | Other | Co-author | Proc. 10th Int. Conf. on Magnetohydrodynamic Electrical Power Generation | vol.3, XIII., pp.21-28 |
108 | International academic conference8 | 1987/6~1987,06,00,,, | Gasdynamical behavior of diagonal type MHD generator linked to inverter transmission system | Other | Co-author | Proc. AIAA 19th Fluid Dynamics, Plasma Dynamics and Lasers Conference | AIAA-87-1215 |
109 | International academic conference8 | 1986/11~1986,11,00,,, | Analysis of interaction between MHD generator and inverter - power transmission system | Other | Co-author | Proc. 9th Int. Conf. on MHD | |
110 | International academic conference8 | ,,,,, | Learning scheme for complex neural networks using simultaneous perturbation | Other | Co-author | ||
111 | Papers1 | 2020/1~2020/12020,01,00,2020,01,00 | Numerical verification on collision avoidance of multiple quadrotors using Voronoi division | Academic Journal | Co-authored | Vol.56,No.1,pp.31-36 | |
112 | International academic conference8 | 2020/1/13~2020/1/132020,01,13,2020,01,13 | Combining Model Predictive Path Integral with Kalman Variational Auto-encoder for Robot Control from Raw Images | Other | Co-authored | 2020 IEEE/SICE International Symposium on System Integration (SII2020) | |
113 | International academic conference8 | 2021/7/19~2021/7/192021,07,19,2021,07,19 | A Synthesis Method of Spiking Neural Oscillators with Considering Asymptotic Stability | Other | Co-author | 2021International Joint Conference on Neural Networks (IJCNN) Proceedings | 667 (6 pages) |
114 | Papers1 | 2021/6~2021,06,00,,, | Obstacle avoidance using BVC for a quadrotor | Academic Journal | Co-author | ||
115 | Papers1 | 2021/12~2021,12,00,,, | Statistical-Mechanical Analysis of Adaptive Volterra Filter with the LMS algorithm | Academic Journal | Co-author | IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences | Vol.E104-A, No.12, pp.1665-1674 |
116 | Papers1 | 2022/1~2022,01,00,,, | Control of a quadrotor group based on maximum hands-off distributed control | Academic Journal | Co-author | International Journal of Mechatronics and Automation | Vol.8, No.4, pp.200-207 |
117 | Papers1 | 2022/102022,10,00,0000,00,00 | Statistical-mechanical analysis of adaptive filter with clipping saturation-type nonlinearity | Academic Journal | Single-Author | IEEE Transactions on Signal Processing | vol.70, pp.4867-4882 |
118 | Papers1 | 2023/1~2023,01,00,,, | Obstacle avoidance using buffered Voronoi cells based on local information from a laser range scanner | Academic Journal | Co-author | Advanced Robotics | Vol. 37, Issue 1 |
PapersConnecting PM and MAP in Bayesian spectral deconvolution by extending exchange Monte Carlo method and using multiple data setsIn refereedAcademic JournalCo-authoredKimiko Motonaka;Seiji MiyoshiNeural NetworksVol.118, pp.159-1662019/10~10.1016/j.neunet.2019.05.004
PapersStatistical-Mechanics Approach to Theoretical Analysis of the FXLMS AlgorithmIn refereedAcademic JournalCo-authoredMIYOSHI,Seiji;KAJIKAWA,YoshinobuIEICE Transactions on Fundamentals of Electronics, Communications and Computer SciencesVol.E101-A, No.12, pp.2419-24332018/12/1~
International academic conferenceStatistical-Mechanical Analysis of the Second-Order Adaptive Volterra FilterIn refereedOtherCo-authoredMIYOSHI,Seiji;MOTONAKA,Kimiko;KATSUBE,TakashiAsia-Pacific Signal and Information Processing Association Annual Summit and Conference 2018 (APSIPA ASC 2018)pp.1821-18242018/11/14~
International academic conferenceEmpirical Verification of Information Theoretic Model Predictive ControlIn refereedCo-authoredKWON,Yuhwan;MOTONAKA,Kimiko;MATSUBARA,Takamitsu;MIYOSHI,SeijiSociety of Instrument and Control Engineers Annual Conference 2018 (SICE 2018)pp.658-6612018/9/13~
PapersNon-monotonic convergence of online learning algorithms for Perceptrons with noisy teacherIn refereedAcademic JournalCo-authoredKazushi Ikeda;Seiji Miyoshi;Arata Honda;Hiroaki HanzawaNeural NetworksVol.102, pp.21-262018/6~10.1016/j.neunet.2018.02.009
PapersStatistical-mechanical analysis of multi-channel active noise controlAcademic JournalCo-authoredVol.31, No.52018/5~
PapersStatistical-mechanical analysis on adaptation rate and its measures of active noise controlAcademic JournalCo-authoredVol.138, No.42018/4~
International academic conferenceStatistical-mechanical analysis of the FXLMS algorithm for multiple-channel active noise controlOtherCo-authoredTomoki Murata;Yoshinobu Kajikawa;Seiji MiyoshiProc. Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2017141 (4 pages)2017/12/13~Kuala Lumpur, Malaysia
Single-Author2017/8/10~
PapersStatistical mechanics of on-line learning using correlated examples and its optimal schedulingAcademic JournalCo-authoredTakashi Fujii;Hidetaka Ito;Seiji MiyoshiJournal of the Physical Society of JapanVol.86, No.8, 084804 (5 pages)2017/7/14~10.7566/JPSJ.86.084804
PapersStatistical-mechanical analysis connecting supervised learning and semi-supervised learningAcademic JournalCo-authoredTakashi Fujii;Hidetaka Ito;Seiji MiyoshiJournal of the Physical Society of JapanVol.86, No.6, 063801 (4 pages)2017/5/17~10.7566/JPSJ.86.063801
PapersStatistical-mechanical analysis of LMS Algorithm for time-varying unknown systemIn refereedAcademic JournalCo-authoredNorihiro Ishibushi;Yoshinobu Kajikawa;Seiji MiyoshiJournal of the Physical Society of JapanVol.86, No.2, 024803 (5 pages)2017/2/15~ http://dx.doi.org/10.7566/JPSJ.86.024803
International academic conferenceAnalysis of adaptation rate of the FXLMS algorithmIn refereedCo-authorKiyonori Terauchi;Kimiko Motonaka;Yoshinobu Kajikawa;Seiji MiyoshiAsia-Pacific Signal and Information Processing Association Annual Summit and Conference 2016 (APSIPA ASC 2016) 134 (4 pages)2016/12/15~Jeju, Korea
International academic conferenceAnalytical Study on the Optimal Step Size of the LMS AlgorithmIn refereedCo-authorNorihiro Ishibushi;Yoshinobu Kajikawa;Seiji MiyoshiAsia-Pacific Signal and Information Processing Association Annual Summit and Conference 2016 (APSIPA ASC 2016)52 (4 pages)2016/12/14~Jeju, Korea
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International academic conferenceAnalysis of the FXLMS algorithm for Multi-channel Active Noise ControlCo-authorT. Murata;K. Motonaka;Y. Kajikawa;S. MiyoshiProc. on 11th International Symposium in Science and Technology2016/7/26~2016/7/28Kansai University, Japan
International academic conferenceAnalysis of Adaptation Rate of the FXLMS AlgorithmCo-authorK. Terauchi;K. Motonaka;Y. Kajikawa;S. MiyoshiProc. on 11th International Symposium in Science and Technology2016/7/26~2016/7/28Kansai University, Japan
International academic conferenceImage Restoration using Singular value DecompositionCo-authorK. Shimonishi;K. Motonaka;S. MiyoshiProc. on 11th International Symposium in Science and Technology2016/7/26~2016/7/28Kansai University, Japan
International academic conferenceBayesian Restoration and Segmentation of Poissonian Degraded Image using Region-based Latent VariablesCo-authorK. Matsumoto;K. Motonaka;S. MiyoshiProc. on 11th International Symposium in Science and Technology2016/7/26~2016/7/28Kansai University, Japan
International academic conferenceTheoretical Analysis of Semi-supervised Learning and Its Optimal SchedulingCo-authorT. Fujii;K. Motonaka;H. Ito;S. MiyoshiProc. on 11th International Symposium in Science and Technology2016/7/26~2016/7/28Kansai University, Japan
International academic conferenceTheoretical Analysis of LMS Algorithm for Time-Varying Unknown SystemCo-authorN. Ishibushi;K. Motonaka;Y. Kajikawa;S. MiyoshiProc. on 11th International Symposium in Science and Technology2016/7/26~2016/7/28Kansai University, Japan
International academic conferenceStatistical mechanics of feedforward active noise controlIn refereedCo-authorNorihiro Ishibushi;Yoshinobu Kajikawa;Seiji MiyoshiSTATPHYS262016/7/18~2016/7/22Palais des Congres Lyon, France
PapersStatistical-mechanical analysis of semi-supervised learning and its optimal schedulingIn refereedAcademic JournalCo-authorTakashi Fujii;Hidetaka Ito;Seiji MiyoshiJournal of the Physical Society of JapanVol.85, No.8, 084802 (6 pages)2016/7/14~10.7566/JPSJ.85.084802
2016/3/16~
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International academic conferenceAnalysis of the FXLMS algorithm with norm-constant time-varying primary pathIn refereedCo-authorNorihiro Ishibushi;Yoshinobu Kajikawa;Seiji MiyoshiAsia-Pacific Signal and Information Processing Association Annual Summit and Conference 2015 (APSIPA ASC 2015) pp.165-1682015/12/18~Hong Kong
International academic conferenceAnalysis of the FXLMS algorithm with norm-constant time-varying primary path,In refereedCo-authorMIYOSHI,Seiji2015/12/16~2015/12/19
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PapersIn refereedAcademic JournalCo-author2015/5~10.5687/iscie.28.198
International academic conferenceStatistical-Mechanical Analysis of the FXLMS Algorithm with Actual Primary PathIn refereedCo-authorMIYOSHI,Seijipp.3502-35062015/4/21~2015/4/21 Brisbane, Australia
時変な一次経路を有する能動騒音制御の統計力学的解析Co-authorMIYOSHI,Seiji2015/1/23~
International academic conferenceStatistical-mechanical analysis of the FXLMS algorithm with time-varying primary pathIn refereedCo-authorNobuhiro Egawa;Yoshinobu Kajikawa;Seiji MiyoshiAsia-Pacific Signal and Information Processing Association Annual Summit and Conference 2014 (APSIPA ASC 2014)1088 (5 pages)2014/12/11~Siem Reap, city of Angkor Wat, Cambodia
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Academic JournalSingle-AuthorMIYOSHI,Seiji2014/8/28~
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CommentaryUnrefereedAcademic JournalSingle-AuthorMIYOSHI,Seiji2014/5~
PapersOnline learning through moving ensemble teachers -An exact solution of a linear model-In refereedAcademic JournalCo-authorMIYOSHI,SeijiJournal of the Physical Society of JapanVol.83, No.5, 054801 (6 pages)2014/4/15~10.7566/JPSJ.83.054801
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International academic conferenceA theory of the FXLMS algorithm based on statistical-mechanical methodIn refereedOtherCo-authorSeiji Miyoshi;Yoshinobu KajikiawaInternational Symposium on Image and Signal Processing and Analysis (ISPA2013) 2013/9/5~International Symposium on Image and Signal Processing and Analysis (ISPA2013)Trieste, Italy
International academic conferenceCounting Solution of Constraint Satisfaction Problem using Replica Exchange Markov Chain Monte Carlo Method, Proc.UnrefereedOtherCo-authorYamazaki T.;Miyoshi S.8th International Symposium in Science and Technology2013/8/23~8th International Symposium in Science and TechnologyKansai University, Japan
International academic conferenceA Study on Bayesian Image Super-Resolution with a Compound Markov Random Field and Registration Parameters, Proc. UnrefereedOtherCo-authorTanaka, K.;Miyoshi, S.8th International Symposium in Science and Technology2013/8/23~8th International Symposium in Science and TechnologyKansai University, Japan
International academic conferenceA Study on Bayesian Image Super-Resolution with a Compound Markov Random Field and Registration Parameters,UnrefereedOtherCo-authorMIYOSHI,SeijiProc.8th International Symposium in Science and Technologyp.3242013/8/23~
International academic conferenceCounting Solution of Constraint Satisfaction Problem using Replica Exchange Markov Chain Monte Carlo Method, Proc.UnrefereedCo-authorMIYOSHI,SeijiProc.8th International Symposium in Science and Technology,p.3252013/8/23~
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PapersReplica analysis of multiuser detection for code division multiple access with M-ary phase-shift keyingIn refereedAcademic JournalCo-authorHiroyuki Kato;Masato Okada;Seiji MiyoshiJournal of the Physical Society of JapanVol.82, No.7, 074802 (7 pages), 2013/6~
International academic conferenceStatistical-mechanical analysis of the FXLMS algorithm with nonwhite reference signalsIn refereedOtherCo-authorSeiji Miyoshi;Yoshinobu KajikawaIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP2013)2013/5/28~International Symposium on Image and Signal Processing and Analysis (ISPA2013)Vancouver, Canada
PapersSelf-consistent signal-to-noise analysis of CDMA multiuser detection with M-ary phase-shift keyingAcademic JournalJournal of the Physical Society of JapanVol.82, No.2, 023802 2013/1~
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International academic conferenceConvergence properties of perceptron learning with noisy teacherOtherSino-foreign-interchange Workshop on Intelligence Science & Intelligent Data Engineering (IScIDE2012)pp.417-424 2012/10/15~Nanjing, China
Academic presentationOther2012/9/18~
International academic conferenceStatistical mechanical analysis of CDMA communicationOtherMIYOSHI,Seijipp.270-2712012/8/30~Pulau Pinang, Malaysia
International academic conferenceStatistical image processing using switching state-space model and variational Bayesian methodOtherMIYOSHI,Seijipp.200-2032012/8/30~Pulau Pinang, Malaysia
International academic conferenceStatistical image processing using switching state-space model and variational Bayesian method, Proc.UnrefereedOtherCo-authorMIYOSHI,SeijiProc.7th International Symposium in Science and Technology2012/8/30~
International academic conferenceStatistical mechanical analysis of CDMA communication,UnrefereedOtherCo-authorMIYOSHI,SeijiProc.7th International Symposium in Science and Technology,2012/8/30~
International academic conferenceTheoretical discussion of the Filtered-X LMS algorithm based on statistical mechanical analysisOtherIEEE Statistical Signal Processing Workshop (SSP2012)pp.341-3442012/8/6~Ann Arbor, USA
PapersImage segmentation and restoration using switching state-space model and variational Bayesian methodAcademic JournalJournal of the Physical Society of JapanVol.81, No.9, 094802 2012/8~
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PapersStatistical mechanics of on-line ensemble teacher learning through a novel perceptron learning ruleAcademic JournalJournal of the Physical Society of JapanVol.81, No.6, 064002 2012/5~
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PapersStatistical mechanics of adaptive weight perturbation learningIn refereedAcademic JournalCo-authorIEICE Transactions on Information and SystemsE94-D, 10, 1937-19402011/10~
PapersStatistical mechanics of on-line learning using correlated examplesIn refereedAcademic JournalCo-authorIEICE Transactions on Information and SystemsE94-D, 10, 1941-19442011/10~
Academic presentationUnrefereedOtherCo-author2011/9/22~
Academic presentationUnrefereedOtherCo-author2011/9/21~
PapersImage segmentation using region-based latent variables and belief propagationIn refereedAcademic JournalCo-authorJournal of the Physical Society of Japan80, 9, 0938022011/9~
Fast Bayesian Image Super-Resolution and its Performance EvaluationUnrefereedOtherCo-authorInternational Symposium in Science and Technology at Kansai University 2011p.261, IT-P-072011/8/26~Kansai University
Image segmentation and restoration by variational Bayesian method and MCMCUnrefereedOtherCo-authorInternational Symposium in Science and Technology at Kansai University 2011p.262, IT-P-082011/8/26~Kansai University
Self-Consistent Signal-to-Noise Analysis of CDMA CommunicationUnrefereedOtherCo-authorInternational Symposium in Science and Technology at Kansai University 2011p.263, IT-P-092011/8/26~Kansai University
PapersStatistical-mechanics approach to the Filtered-X LMS algorithmIn refereedAcademic JournalCo-authorElectronics Letters47,17,997-9992011/8~
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International academic conferenceTheory of on-line ensemble-teacher learning through a perceptron rule with a marginIn refereedOtherCo-authorK. Hara;S. Miyoshi21st International Conference on Artificial Neural Networks (ICANN2011)pp.363-3702011/6/17~21st International Conference on Artificial Neural Networks (ICANN2011)Espoo, Finland
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Academic presentation領域ベースの隠れ変数とBPを用いた画像の分割と修復UnrefereedOtherCo-author日本物理学会年次大会講演概要集28aTD-22011/3/28~日本物理学会年次大会講演概要集
Academic presentation領域ベースの隠れ変数によるカラー画像領域分割とハイパーパラメータ推定UnrefereedOtherCo-author計測自動制御学会 第38回知能システムシンポジウムpp.85-902011/3/16~2011/3/17計測自動制御学会 第38回知能システムシンポジウム
PapersIn refereedAcademic JournalCo-author2011/3~
PapersImage restoration and segmentation using region-based latent variables: Bayesian inference based on variational methodIn refereedAcademic JournalCo-authorS. Miyoshi;M. OkadaJournal of the Physical Society of JapanVol.80, No.1, p.014802 (11 pages)2011/1~
Academic presentation領域ベースの潜在変数と確率伝搬法を用いた画像領域分割UnrefereedOtherCo-author電気関係学会関西連合大会 (KJICEE2010)4A202-202010/11/14~電気関係学会関西連合大会 (KJICEE2010)
Academic presentationレプリカ法を用いたソーラス符号の解析UnrefereedOtherCo-author電気関係学会関西連合大会 (KJICEE2010)4A303-82010/11/14~電気関係学会関西連合大会 (KJICEE2010)
Academic presentation領域ベースの隠れ変数によるカラー画像領域分割UnrefereedOtherCo-author電気関係学会関西連合大会 (KJICEE2010)4A202-292010/11/14~電気関係学会関西連合大会 (KJICEE2010)
Academic presentation適応型荷重摂動学習の汎化能力に関する統計力学的解析UnrefereedOtherCo-author電気関係学会関西連合大会 (KJICEE2010)3A303-132010/11/13~電気関係学会関西連合大会 (KJICEE2010)
Academic presentation入力が相関を有するオンライン学習に関する統計力学的解析UnrefereedOtherCo-author電気関係学会関西連合大会 (KJICEE2010)3A303-122010/11/13~電気関係学会関西連合大会 (KJICEE2010)
Academic presentation入力が相関を有するオンライン学習の統計力学UnrefereedOtherCo-author電子情報通信学会技術研究報告IBISML2010-91, pp.239-2442010/11/5~情報論的学習理論ワークショップ (IBIS2010)
Academic presentation適応型荷重摂動学習の統計力学UnrefereedOtherCo-author電子情報通信学会技術研究報告IBISML2010-92, pp.245-2502010/11/5~
Academic presentation領域ベースの隠れ変数と確率伝搬法を用いた画像領域分割UnrefereedOtherCo-author電子情報通信学会技術研究報告IBISML2010-71, pp.91-972010/11/4~情報論的学習理論ワークショップ (IBIS2010)
PapersEstimation of distribution algorithm incorporating switchingIn refereedAcademic JournalCo-authorK. Tsuchie(B);Y. Hanada;S. MiyoshiIEICE Transactions on Information and SystemsVol.E93-D, No.11, pp.3108-31112010/11~
International academic conferenceNovel On-Line Ensemble-Teacher Learning through Perceptron rule with a marginIn refereedOtherCo-authorK. Hara;K. Ono;S. Miyoshi20th International Conference on Artificial Neural Networks (ICANN2010)pp.339-3442010/9/18~20th International Conference on Artificial Neural Networks (ICANN2010)Thessaloniki, Greece
CommentaryUnrefereedAcademic JournalCo-authorVol.93, No.9, pp.749-7532010/9~
International academic conferenceVisual feedback robot system via fuzzy controlIn refereedOtherCo-authorK. Sakai;Y. Maeda;S. Miyoshi;H. HikawaSICE Annual Conference 2010pp.1462-14652010/8/21~SICE Annual Conference 2010Taipei, Taiwan
International academic conferenceSimultaneous perturbation particle swarm optimization and FPGA realizationIn refereedOtherCo-authorT. Yamada;Y. Maeda;S. Miyoshi;H. HikawaSICE Annual Conference 2010pp.3264-32672010/8/20~SICE Annual Conference 2010Taipei, Taiwan
Academic presentation領域ベースの潜在変数を用いた画像の修復と領域分割 -変分法に基づくベイズ推定-UnrefereedOtherCo-author第13回 画像の認識と理解シンポジウム(MIRU2010)IS3-62010/7/29~第13回 画像の認識と理解シンポジウム(MIRU2010)
International academic conferenceImage Compression with Hardware Self-Organizing MapIn refereedOtherCo-authorH. Hikawa;K. Doumoto;S. Miyoshi;Y. Maeda2010 International Conference on Neural Networks (IJCNN2010)pp.2294-23012010/7/19~2010 International Conference on Neural Networks (IJCNN2010)Barcelona, Spain
International academic conferenceComparison of Range Check Classifier and Hybrid Network Classifier for Hand Sign Recognition SystemOtherCo-authorH. Hikawa;S. Yamazaki2010 International Conference on Neural Networks (IJCNN2010)pp.1308-13152010/7/19~2010 International Conference on Neural Networks (IJCNN2010)Barcelona, Spain
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PapersStatistical mechanical study of partial annealing of a neural network modelIn refereedAcademic JournalCo-authorUezu,T.;Abe,K.;Miyoshi,S.;Okada,M.Journal of Physics A: Mathematical and TheoreticalVol.43, 025004 (22 pages)2010/1~
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PapersStatistical mechanics of on-line mutual learning with many linear perceptronsIn refereedAcademic JournalCo-authorHara,K.;Nakayama,Y.;Miyoshi,S.;Okada,M.Journal of the Physical Society of JapanVol.78, No.11, 114001 (5 pages)2009/11~
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International academic conferenceMutual learning with many linear perceptrons; on-line learning theoryIn refereedAcademic JournalCo-authorKazuyuki Hara;Yoichi Nakayama;Seiji Miyoshi;Masato OkadaLecture Notes in Computer Science (LNCS)5768, pp.171-1802009/9/14~
International academic conferencePulse Coupled Oscillator with Learning Capability Using Simultaneous Perturbation and Its FPAA ImplementationIn refereedOtherCo-authorYutaka Maeda;Taku Hiramatsu;Seiji Miyoshi;Hiroomi HikawaProc. ICROS-SICE International Joint Conference 2009 (ICCAS-SICE 2009), Fukuoka, Japanpp.3142-31452009/8/20~
PapersStatistical mechanical analysis of simultaneous perturbation learningIn refereedAcademic JournalCo-authorMiyoshi,S.;Hikawa,H.;Maeda,Y.IEICE transactions on Fundamentals of Electronics, Communications and Computer SciencesVol.E92-A, No.7, pp.1743-17462009/7~Grant-in-Aid for Scientific Research
International academic conferenceHand sign recognition system based on hybrid network classifierIn refereedOtherCo-authorYuuki Taki;Hiroomi Hikawa;Seiji Miyoshi;Yutaka MaedaProc. 2009 International Conference on Neural Networks (IJCNN2009), Atlanta, USApp.3074-30812009/6/16~
International academic conferenceOn automatic generation of VHDL code for self-organizing mapsIn refereedOtherCo-authorAkira Onoo;Hiroomi Hikawa;Seiji Miyoshi;Yutaka MaedaProc. 2009 International Conference on Neural Networks (IJCNN2009), Atlanta, USApp.2366-23732009/6/15~
International academic conferenceOn simultaneous perturbation particle swarm optimizationIn refereedOtherCo-authorYutaka Maeda;Naoto Matsushita;Seiji Miyoshi;Hiroomi HikawaProc. 2009 IEEE Congress on Evolutionary Computation (IEEE CEC 2009), Trondheim, Norwaypp.3271-32762009/5/21~
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PapersEffect of slow switching of ensemble teachers in on-line learningIn refereedAcademic JournalCo-authorSeiji Miyoshi ;Masato OkadaJournal of the Physical Society of Japan Vol.78, No.5, 053001 (5 pages)2009/5~
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International academic conferenceAnalysis of Ising spin neural network with time-dependent Mexican-hat-type interactionIn refereedAcademic JournalCo-authorHara,K.;Miyoshi,S.;Uezu,T.;Okada,M.Lecture Notes in Computer Science (LNCS)5507, pp.195-2022008/11/26~
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PapersA theoretical analysis of on-line learning using correlated examplesIn refereedAcademic JournalCo-authorSeki C.;Sakurai S.;Matsuno M.;Miyoshi S.IEICE transactions on Fundamentals of Electronics, Communications and Computer SciencesVol.E91-A, No.9, 2663-26702008/9~Grant-in-Aid for Scientific Research
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PapersTheory of time domain ensemble on-line learning of perceptron under the existence of external noiseIn refereedAcademic JournalCo-authorT. Uezu;S.Miyoshi;M.Izuo;M.OkadaJournal of the Physical Society of JapanVol.76, No.11, 114006 (8 pages)2007/11~11Grant-in-Aid for Scientific Research
PapersStatistical mechanics of nonlinear on-line learning for ensemble teachersIn refereedAcademic JournalCo-authorUtsumi H.;Miyoshi S.;Okada M.Journal of the Physical Society of JapanVol.76, No.11, 114001 (6 pages)2007/11~Grant-in-Aid for Scientific Research
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PapersStatistical mechanics of on-line learning when a moving teacher goes around an unlearnable true teacherIn refereedAcademic JournalCo-authorUrakami M.;Miyoshi S.;Okada M.Journal of the Physical Society of JapanVol.76, No.4, 044003 (5 pages)2007/4~Grant-in-Aid for Scientific Research
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Co-author2007~
Single-AuthorMIYOSHI,Seiji2007~
Academic presentationCo-author2007~
Academic presentationCo-author2007~
PapersStatistical mechanics of linear and nonlinear time-domain ensemble learningIn refereedAcademic JournalCo-authorMiyoshi, S.;Okada, M.Journal of the Physical Society of JapanVol.75, No.12, 124002 (6 pages)2006/12~Grant-in-Aid for Scientific Research
Academic presentationUnrefereedCo-author2006/11~
Academic presentationUnrefereedCo-author2006/11~
MonographCo-author2006/11~
Academic presentationIn refereedCo-author2006/10~
International academic conferenceA statistical mechanical analysis of on-line learning: Many teachers or few teachers ?In refereedOtherSingle-AuthorMiyoshi S.Proc. 7th Int. Symp. of Global Renaissance by Green Energy Revolution, 21st Century COE Programpp.102-1072006/9~Grant-in-Aid for Scientific Research
Academic presentationIn refereedCo-author2006/9~
PapersStatistical mechanics of time-domain ensemble learningIn refereedAcademic JournalCo-authorMiyoshi S.;Uezu T.;Okada M.Journal of the Physical Society of JapanVol.75, No.8, 084007 (6 pages)2006/8~Grant-in-Aid for Scientific Research
International academic conferenceStatistical mechanics of online learning for ensemble teachersIn refereedOtherCo-authorMiyoshi S.;Okada M.Proc. Int. Joint Conf. on Neural Networks (IJCNN2006)pp.1729-17342006/7~Grant-in-Aid for Scientific Research
PapersStatistical mechanics of online learning for ensemble teachersIn refereedAcademic JournalCo-authorMiyoshi S.;Okada M.Journal of the Physical Society of JapanVol.75, No.4, 044002 (6 pages)2006/4~Grant-in-Aid for Scientific Research
Academic presentationUnrefereedCo-author2006/3~
PapersAnalysis of on-line learning when a moving teacher goes around a true teacherIn refereedAcademic JournalCo-authorMiyoshi S.;Okada M.Journal of the Physical Society of JapanVol.75, No.2, 024003 (6 pages)2006/2~Grant-in-Aid for Scientific Research
PapersIn refereedAcademic JournalSingle-AuthorMIYOSHI Seiji2006/1~Grant-in-Aid for Scientific Research
International academic conferenceA statistical mechanical analysis of on-line learning: Can student be more clever than teacher ?In refereedOtherSingle-AuthorMIYOSHI SeijiProc. 6th Int. Symp. of Global Renaissance by Green Energy Revolution, 21st Century COE Programpp.124-1292006/1~Grant-in-Aid for Scientific Research
Academic presentationIn refereedCo-author2005/11~
MonographCo-author2005/11~
Academic presentationIn refereedCo-author2005/9~
Academic presentationUnrefereedCo-author2005/6~
International academic conferenceAnalysis of ensemble learning using simple perceptrons based on online learning theoryIn refereedOtherCo-authorMiyoshi S.;Hara K.;Okada M.Progress of Theoretical Physics, SupplementNo.157, pp.270-2742005/4~Grant-in-Aid for Scientific Research
PapersAnalysis of ensemble learning using simple perceptrons based on online learning theoryIn refereedAcademic JournalCo-authorMiyoshi S.;Hara K.;Okada M.Physical Review E71, 036116 (11 pages)2005/3~Grant-in-Aid for Scientific Research
Academic presentationUnrefereedCo-author2005/3~
Academic presentationUnrefereedCo-author2005/3~
2005/1/29~
Academic presentationIn refereedCo-author2004/11~
MonographCo-author2004/11~
Academic presentationUnrefereedCo-author2004/10~
PapersStorage capacity diverges with synaptic efficiency in an associative memory model with synaptic delay and pruningIn refereedAcademic JournalCo-authorMiyoshi S.;Okada M.IEEE Transactions on Neural Networksvol.15, no.5, pp.1215-12272004/9~Grant-in-Aid for Scientific Research
Academic presentationUnrefereedCo-author2004/9~
Academic presentationIn refereedCo-author2004/9~
PapersIn refereedAcademic JournalCo-author2004/7~Grant-in-Aid for Scientific Research
International academic conferenceAnalysis of ensemble learning using simple perceptrons based on online learning theoryIn refereedOtherCo-authorMiyoshi S.;Hara K.;Okada M.Proc. Int. Joint Conf. on Neural Networks (IJCNN2004)pp.1151-11562004/7~Grant-in-Aid for Scientific Research
Academic presentationUnrefereedCo-author2004/3~
Academic presentationUnrefereedCo-author2004/3~
PapersAssociative memory by recurrent neural networks with delay elementsIn refereedAcademic JournalCo-authorMiyoshi S.;Yanai H.F.;Okada M.Neural Networksvol.17, no.1, pp.55-632004/1~
Academic presentationIn refereedCo-author2003/11~
MonographCo-author2003/11~
Academic presentationUnrefereedCo-author2003/9~
Academic presentationIn refereedCo-author2003/9~
Academic presentationUnrefereedCo-author2003/7~
Academic presentationUnrefereedCo-author2003/7~
OtherCo-author2003/3~
International academic conferenceA theory of associative memory model with synaptic delay and pruningIn refereedOtherCo-authorMiyoshi S.;Okada M.Proc. Symp. on Nonlinear&Linear Information Processing Systemsvol.1 of 1, pp.44-512002/11~Grant-in-Aid for Encouragement of Young Scientists
International academic conferenceAssociative memory by recurrent neural networks with delay elementsIn refereedOtherCo-authorMiyoshi S.;Yanai H.F.;Okada M.Proc. 9th Int. Conf. on Neural Information Processing (ICONIP'02)vol.1 of 5, pp.70-742002/11~Grant-in-Aid for Encouragement of Young Scientists
Academic presentationUnrefereedCo-author2002/11~
Academic presentationUnrefereedCo-author2002/11~
MonographCo-author2002/11~
MonographCo-author2002/11~
Academic presentationIn refereedCo-author2002/9~
PapersIn refereedAcademic JournalCo-author2002/1~Grant-in-Aid for Encouragement of Young Scientists
Academic presentationUnrefereedCo-author2001/11~
Academic presentationUnrefereedCo-author2001/11~
Academic presentationUnrefereedCo-author2001/11~
bulletinIn-house publicationSingle-Author2001/3~
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bulletinIn-house publicationCo-author2001/3~
PapersIn refereedAcademic JournalCo-author2000/11~
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MonographCo-author2000/11~
MonographCo-author2000/11~
MonographCo-author2000/11~
OtherCo-author2000/3~
OtherSingle-Author2000/3~
bulletinIn-house publicationSingle-Author2000/2~
bulletinIn-house publicationCo-author2000/2~
bulletinIn-house publicationCo-author2000/2~
Academic presentationUnrefereedCo-author1999/11~
Academic presentationUnrefereedCo-author1999/11~
Academic presentationUnrefereedCo-author1999/11~
MonographCo-author1999/11~
MonographCo-author1999/11~
MonographCo-author1999/11~
MonographCo-author1999/11~
MonographCo-author1999/11~
MonographCo-author1999/11~
MonographCo-author1999/11~
Academic presentationIn refereedCo-author1999/9~
BookUnrefereedMonographCo-authorMIYOSHI,Seiji;;;MIYOSHI Seiji1999/7~
In-house publicationSingle-Author1999/3/10~
OtherCo-author1999/3~
OtherCo-author1999/3~
OtherCo-author1999/3~
Academic presentationUnrefereedSingle-AuthorMIYOSHI,Seiji1998/11~
MonographCo-author1998/11~
MonographCo-author1998/11~
MonographCo-author1998/11~
MonographCo-author1998/11~
International academic conferenceBlock-size optimization of block orthogonal projection algorithm for linear dichotomiesIn refereedOtherCo-authorIkeda K.;Miyoshi S.;Nakayama K.Proc. Int. Conf. on Neural Information Processing (ICONIP'98)pp.1215-12181998/10~
International academic conferenceConvergence Analysis of Block Orthogonal Projection Algorithm for Linear DichotomiesIn refereedOtherCo-authorIkeda K.;Miyoshi S.;Nakayama K.Proc. Int. Symp. on Nonlinear Theory and its Applications (NOLTA'98)pp.359-3621998/9~
Academic presentationUnrefereedSingle-AuthorMIYOSHI,Seiji1998/7~
Academic presentationIn refereedSingle-AuthorMIYOSHI,Seiji1998/7~
Academic presentationIn refereedCo-authorMIYOSHI,Seiji1998/7~
PapersIn refereedAcademic JournalCo-author1998/5~
International academic conferenceConvergence properties of symmetric learning algorithm for pattern classificationIn refereedOtherCo-authorMiyoshi S.;Ikeda K.;Nakayama K.Proc. IEEE&INNS Int. Joint Conf. on Neural Networks (IJCNN'98)pp.2340-23451998/5~
Academic presentationUnrefereedCo-author1998/5~
Co-author1998/5~
PapersIn refereedAcademic JournalCo-author1998/3~
Academic presentationUnrefereedCo-author1998/3~
OtherCo-author1998/3~
OtherCo-author1998/3~
OtherCo-author1998/3~
ThesesOther1998/1~
Academic presentationUnrefereedCo-author1998~
PapersIn refereedAcademic JournalCo-author1997/12~
International academic conferenceConditions for convergence of the normalized LMS algorithm in neural learningIn refereedOtherCo-authorIkeda K;Miyoshi S;Nakayama KProc. Int. Symp. on Nonlinear Theory and its Applications (NOLTA'97)pp.743-7461997/11~
MonographCo-author1997/10~
MonographCo-author1997/10~
MonographCo-author1997/10~
PatentsIn refereedOtherSingle-AuthorMIYOSHI Seiji1997/8/8~
International academic conferenceA geometric learning algorithm for elementary perceptron and its convergence analysisIn refereedOtherCo-authorMiyoshi S.;Nakayama K.Proc. IEEE Int. Conf. on Neural Networks (ICNN'97)pp.1913-19181997/6~
Academic presentationUnrefereedCo-author1997/5~
Academic presentationUnrefereedCo-author1997/3~
OtherCo-author1997/3~
OtherCo-author1997/3~
OtherSingle-Author1997/3~
bulletinProbabilistic memory capacity of recurrent neural networksIn-house publicationSingle-AuthorMiyoshi,SResearch Reports of Kobe City College of TechnologyNo.35, pp.41-441997/2~
MonographCo-author1996/10~
MonographCo-author1996/10~
International academic conferenceProbabilistic memory capacity of recurrent neural networksIn refereedOtherCo-authorMiyoshi S;Nakayama KProc. IEEE Int. Conf. on Neural Networks (ICNN'96)pp.1291-12961996/6~
Academic presentationUnrefereedCo-author1996/5~
Academic presentationUnrefereedCo-author1996/3~
OtherCo-author1996/3~
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International academic conferenceA recurrent neural network with serial delay elements for memorizing limit cyclesIn refereedOtherCo-authorMiyoshi S.;Nakayama K.Proc. IEEE Int. Conf. on Neural Networks (ICNN'95)pp.1955-19601995/11~
Academic presentationUnrefereedCo-author1995/5~
OtherCo-author1995/3~
Single-Author1994/10~
Academic presentationUnrefereedCo-author1993/3~
International academic conferenceComparison of subsonic and supersonic diagonal type generators combined with synchronous generator, line-commutated inverter and transmission systemIn refereedOtherCo-authorHayanose N.;Tamura I.;Miyoshi S.;Ishikawa M.;Umoto J.Proc. 10th Int. Conf. on Magnetohydrodynamic Electrical Power Generationvol.3, XIII., pp.29-361989/12~
International academic conferenceApplication of current source PWM inverter to MHD-transmission systemIn refereedOtherCo-authorHayanose N.;Ishikawa M.;Yoshimura R.;Miyoshi S.;Umoto J.Proc. 10th Int. Conf. on Magnetohydrodynamic Electrical Power Generationvol.3, XIII., pp.21-281989/12~
PapersIn refereedAcademic JournalCo-author1989/7~
Academic presentationUnrefereedCo-author1989/4~
Academic presentationUnrefereedCo-author1989/3~
Academic presentationUnrefereedCo-author1988/11~
Academic presentationUnrefereedCo-author1988/9~
Academic presentationUnrefereedCo-author1988/3~
ThesesOther1988/2~
Academic presentationUnrefereedCo-author1987/11~
Academic presentationUnrefereedCo-author1987/9~
International academic conferenceGasdynamical behavior of diagonal type MHD generator linked to inverter transmission systemIn refereedOtherCo-authorHayanose N.;Tamura I.;Miyoshi S.;Ishikawa M.;Umoto J.Proc. AIAA 19th Fluid Dynamics, Plasma Dynamics and Lasers ConferenceAIAA-87-12151987/6~
Academic presentationUnrefereedCo-author1987/3~
Academic presentationUnrefereedCo-author1987/3~
International academic conferenceAnalysis of interaction between MHD generator and inverter - power transmission systemIn refereedOtherCo-authorHayanose N.;Ishikawa M.;Miyoshi S.;Tamura I.;Umoto J.Proc. 9th Int. Conf. on MHD1986/11~
Academic presentationUnrefereedCo-author1986/11~
Academic presentationUnrefereedCo-author1986/11~
Academic presentationUnrefereedCo-author1986/9~
Academic presentationUnrefereedCo-author1986/3~
Academic presentationUnrefereedCo-author1986/3~
ThesesOther1986/2~
International academic conferenceLearning scheme for complex neural networks using simultaneous perturbationIn refereedOtherCo-authorY. Maeda;S. Miyoshi;H. Hikawa21st International Conference on Artificial Neural Networks (ICANN2011)Espoo, Finland
PapersNumerical verification on collision avoidance of multiple quadrotors using Voronoi divisionIn refereedAcademic JournalCo-authored;;;Vol.56,No.1,pp.31-362020/1~2020/1
International academic conferenceCombining Model Predictive Path Integral with Kalman Variational Auto-encoder for Robot Control from Raw ImagesIn refereedOtherCo-authored;;;;;;2020 IEEE/SICE International Symposium on System Integration (SII2020)2020/1/13~2020/1/132020 IEEE/SICE International Symposium on System Integration (SII2020)Honolulu, Hawaii
International academic conferenceA Synthesis Method of Spiking Neural Oscillators with Considering Asymptotic StabilityIn refereedOtherCo-author;;;;;2021International Joint Conference on Neural Networks (IJCNN) Proceedings667 (6 pages)2021/7/19~2021/7/19IEEE (Institute of Electrical and Electronics Engineers)
PapersObstacle avoidance using BVC for a quadrotorIn refereedAcademic JournalCo-authorMOTONAKA, Kimiko;MIYOSHI, Seiji2021/6~10.7210/jrsj.39.459
PapersStatistical-Mechanical Analysis of Adaptive Volterra Filter with the LMS algorithmIn refereedAcademic JournalCo-authorMOTONAKA, Kimiko;MIYOSHI, SeijiIEICE Transactions on Fundamentals of Electronics, Communications and Computer SciencesVol.E104-A, No.12, pp.1665-16742021/12~10.1587/transfun.2021EAP1013
PapersControl of a quadrotor group based on maximum hands-off distributed controlIn refereedAcademic JournalCo-authorMOTONAKA, Kimiko;MIYOSHI, SeijiInternational Journal of Mechatronics and AutomationVol.8, No.4, pp.200-2072022/1~10.1504/IJMA.2021.120377
PapersStatistical-mechanical analysis of adaptive filter with clipping saturation-type nonlinearityIn refereedAcademic JournalSingle-AuthorMIYOSHI,SeijiIEEE Transactions on Signal Processingvol.70, pp.4867-48822022/10
PapersObstacle avoidance using buffered Voronoi cells based on local information from a laser range scannerIn refereedAcademic JournalCo-authorMOTONAKA, Kimiko;MIYOSHI, SeijiAdvanced RoboticsVol. 37, Issue 12023/1~
Participation in International Conferences
- IEEE Int. Conf. on Neural Networks (ICNN'95) 1995
- IEEE Int. Conf. on Neural Networks (ICNN'96) 1996
- IEEE Int. Conf. on Neural Networks (ICNN'97) 1997
- IEEE&INNS Int. Joint Conf. on Neural Networks (IJCNN'98) 1998
- 9th Int. Conf. on Neural Information Processing (ICONIP'02) 2002
- Int. Joint Conf. on Neural Networks (IJCNN2004) 2004
- Int. Joint Conf. on Neural Networks (IJCNN2006) 2006
- 15th International Conference on Neural Information Processing (ICONIP2008) Nov.2008
Courses Taught
- SeminarIV(Electrical, Electronic
- Electrical, Electronic and Information Engineering PBL-B
- Electrical, Electronic and Information Engineering PBL-A
- Advanced Probabilistic Information Processing
- Mathematics(Probability and Statistics)
- Information Theory
- Thesis Projects I
- Thesis Projects II
- Introduction to Date Science
- SeminarI(Electrical, Electronic
- SeminarII(Electrical, Electronic
- SeminarIII(Electrical, Electronic
- Personal Information
- Research Activities
- Research Activities
- Community Service
- Courses Taught