Analysis of ensemble learning using simple perceptrons based on on-line learning theory

Seiji Miyoshi , Kazuyuki Hara , Masato Okada
Systems and Computers in Japan 36 ( 12) 63 -74

2005
Bayesian image super-resolution of large image with a compound MRF and estimating registration parameters

Seiji Miyoshi , Toshiki Kinoshita
IEICE Technical Report; IEICE Tech. Rep. 112 ( 279) 9 -16

2012
Statistical mechanics of on-line learning using correlated examples

Seiji Miyoshi , Yuuta Narukawa , Kento Nakao
IEICE Technical Report; IEICE Tech. Rep. 110 ( 265) 239 -244

2010
Statistical Mechanics of On-line Ensemble Teacher Learning through a Novel Perceptron Learning Rule

Seiji Miyoshi , Kazuyuki Hara
Journal of the Physical Society of Japan 81 ( 6) 064002 -064002

2012
Associative memory by neural networks with delays and pruning

Seiji Miyoshi , Masato Okada
Electronics and Communications in Japan (Part III: Fundamental Electronic Science) 86 ( 6) 48 -58

5
2003
Statistical-Mechanical Analysis of LMS Algorithm for Time-Varying Unknown System

Norihiro Ishibushi , Yoshinobu Kajikawa , Seiji Miyoshi
Journal of the Physical Society of Japan 86 ( 2) 024803

2
2017
Statistical-Mechanical Analysis Connecting Supervised Learning and Semi-Supervised Learning

Takashi Fujii , Hidetaka Ito , Seiji Miyoshi
Journal of the Physical Society of Japan 86 ( 6) 063801

2
2017
Combining Model Predictive Path Integral with Kalman Variational Auto-encoder for Robot Control from Raw Images

Yuhwan Kwon , Takumi Kaneko , Yoshihisa Tsurumine , Hikaru Sasaki
ieee/sice international symposium on system integration 271 -276

1
2020
Theoretical discussion of the filtered-X LMS algorithm based on statistical mechanical analysis

Seiji Miyoshi , Yoshinobu Kajikawa
ieee signal processing workshop on statistical signal processing 341 -344

5
2012
Statistical-mechanical analysis of the FXLMS algorithm with actual primary path

Seiji Miyoshi , Yoshinobu Kajikawa
international conference on acoustics, speech, and signal processing 3502 -3506

7
2015
Statistical-Mechanical Analysis on Adaptation Rate and Its Measures of Active Noise Control

Kiyonori Terauchi , Kimiko Motonaka , Yoshinobu Kajikawa , Seiji Miyoshi
IEEJ Transactions on Electronics, Information and Systems 138 ( 4) 369 -374

2018
On-Line Ensemble-Teacher Learning through a Perceptron Rule with a Margin

Kazuyuki Hara , Katsuya Ono , Seiji Miyoshi
Artificial Neural Networks – ICANN 2010 339 -344

1
2010
Analysis of ensemble learning using simple perceptrons based on online learning theory.

Seiji Miyoshi , Kazuyuki Hara , Masato Okada
Physical Review E 71 ( 3) 036116 -036116

31
2005
Statistical Mechanics of Online Learning for Ensemble Teachers

Seiji Miyoshi , Masato Okada
Journal of the Physical Society of Japan 75 ( 4) 044002 -044002

19
2006
Statistical Mechanics of Time-Domain Ensemble Learning

Seiji Miyoshi , Tatsuya Uezu , Masato Okada
Journal of the Physical Society of Japan 75 ( 8) 084007 -084007

5
2006
Statistical Mechanics of Linear and Nonlinear Time-Domain Ensemble Learning

Seiji Miyoshi , Masato Okada
Journal of the Physical Society of Japan 75 ( 12) 124002

2
2006
Statistical Mechanics of On-line Learning When a Moving Teacher Goes around an Unlearnable True Teacher

Masahiro Urakami , Seiji Miyoshi , Masato Okada
Journal of the Physical Society of Japan 76 ( 4) 044003

11
2007
Statistical Mechanics of Nonlinear On-line Learning for Ensemble Teachers

Hideto Utsumi , Seiji Miyoshi , Masato Okada
Journal of the Physical Society of Japan 76 ( 11) 114001

2
2007