サトウ セイヤ
SATOH Seiya
佐藤 聖也
所属
東京電機大学 理工学部 理工学科 情報システムデザイン学系
東京電機大学大学院 理工学研究科 情報学専攻
職種
助教（任期付）
著書・論文歴
1.
論文
Stable learning algorithm using reducibility for recurrent neural networks In Proc. 32th International Conf. on Artificial Neural Networks (ICANN) 14259,127-139頁 (単著) 2023/09
2.
著書
Comparing feedforward neural networks using independent component analysis on hidden units PLOS ONE 18 (8) (共著) 2023/08/24
3.
論文
Bypassing combinatorial explosions in equivalence structure extraction Knowledge and Information Systems,1-24頁 (共著) 2021/08/13
4.
論文
Faster RBF network learning utilizing singular regions In Proc. 8th International Conf. on Pattern Recognition Applications and Methods (ICPRAM),501-508頁 (共著) 2019/02
5.
論文
Mixture of multilayer perceptron regressions In Proc. 8th International Conf. on Pattern Recognition Applications and Methods (ICPRAM),509-516頁 (共著) 2019/02
6.
論文
Accelerated equivalence structure extraction via pairwise incremental search In Proc. 24th ACM SIGKDD International Conf. on Knowledge Discovery and Data Mining,2160-2169頁 (共著) 2018/08
7.
論文
A new method for learning RBF networks by utilizing singular regions In Proc. 17th International Conference on Artificial Intelligence and Soft Computing (ICAISC),214-225頁 (共著) 2018/06
8.
論文
Weak dependence on initialization in mixture of linear regressions In Proc. IAENG International Conf. on Artificial Intelligence and Applications (ICAIA),1-6頁 (共著) 2018/03
9.
論文
Validation of equivalence structure incremental search Frontiers in Robotics and AI 4 (2) (共著) 2017/12
10.
論文
Performance of complex-valued multilayer perceptrons largely depends on learning methods In Proc. 9th International Joint Conference on Computational Intelligence (IJCCI),45-53頁 (共著) 2017/11
11.
論文
複素多層パーセプトロンの性能と学習法の関係に関する実験評価 電子情報通信学会 論文誌 J100-D (6),649-660頁 (共著) 2017/06
12.
論文
Incremental extraction of high-dimensional equivalence structures In The 2017 International Joint Conference on Neural Networks (IJCNN 2017),1518-1524頁 (共著) 2017/05
13.
論文
How new information criteria WAIC and WBIC worked for MLP model selection In Proc. 6th International Conf. on Pattern Recognition Applications and Methods (ICPRAM),105-111頁 (共著) 2017/02
14.
論文
How complex-valued multilayer perceptron can predict the behavior of deterministic chaos In Proc. International Joint Conf. on Neural Networks (IJCNN),4118-4124頁 (共著) 2016/07
15.
論文
A yet faster version of complex-valued multilayer perceptron learning using singular regions and search pruning In Proc. 7th International Conf. on Neural Computation Theory and Applications (NCTA),122-129頁 (共著) 2015/11
16.
論文
Complex-valued multilayer perceptron learning using singular regions and search pruning In Proc. International Joint Conf. on Neural Networks (IJCNN),1-6頁 (共著) 2015/07
17.
論文
Singularity stairs following with limited numbers of hidden units In Proc. 6th International Conf. on Neural Computation Theory and Applications (NCTA),180-186頁 (共著) 2014/10
18.
論文
Complex-valued multilayer perceptron search utilizing singular regions of complex-valued parameter space In Proc. 24th International Conf. on Artificial Neural Networks (ICANN) 8681,315-322頁 (共著) 2014/09
19.
論文
特異領域を利用した多層パーセプトロン探索法の探索枝刈り 電子情報通信学会 論文誌 J97-D (2),330-340頁 (共著) 2014/02
20.
論文
Mutlilayer perceptron learning utilizing singular regions and search pruning In Proc. International Conf. on Machine Learning and Data Analysis (ICMLDA),790-795頁 (共著) 2013/10
21.
論文
Fast and stable learning utilizing singular regions of multilayer perceptron Neural Processing Letters 38 (2),99-115頁 (共著) 2013/02
22.
論文
Multilayer perceptron learning utilizing reducibility mapping Studies in Computational Intelligence 465,261-275頁 (共著) 2012/12
23.
論文
Eigen vector descent and line search for multilayer perceptron In Proc. IAENG International Conf. on Artificial Intelligence and Applications (ICAIA) 1,1-6頁 (共著) 2012/03
24.
論文
Learning method utilizing singular region of multilayer perceptron In Proc. 3rd International Conf. on Neural Computation Theory and Applications (NCTA),106-111頁 (共著) 2011/10
