Learning Method Utilizing Singular Region of Multilayer Perceptron. - Ryohei Nakano; Seiya Satoh; Takayuki Ohwaki (IJCCI (NCTA), 2011)

Fast and Stable Learning Utilizing Singular Regions of Multilayer Perceptron. - Seiya Satoh; Ryohei Nakano (Neural Process. Lett., 2013)

Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter Space. - Seiya Satoh; Ryohei Nakano (ICANN, 2014)

Singularity Stairs Following with Limited Numbers of Hidden Units. - Seiya Satoh; Ryohei Nakano (IJCCI (NCTA), 2014)

A Yet Faster Version of Complex-valued Multilayer Perceptron Learning using Singular Regions and Search Pruning. - Seiya Satoh; Ryohei Nakano (IJCCI (NCTA), 2015)

Complex-valued multilayer perceptron learning using singular regions and search pruning. - Seiya Satoh; Ryohei Nakano (IJCNN, 2015)

How complex-valued multilayer perceptron can predict the behavior of deterministic chaos. - Seiya Satoh; Ryohei Nakano (IJCNN, 2016)

How New Information Criteria WAIC and WBIC Worked for MLP Model Selection. - Seiya Satoh; Ryohei Nakano (ICPRAM, 2017)

Performance of Complex-Valued Multilayer Perceptrons Largely Depends on Learning Methods. - Seiya Satoh; Ryohei Nakano (IJCCI, 2017)

Incremental extraction of high-dimensional equivalence structures. - Seiya Satoh; Hiroshi Yamakawa (IJCNN, 2017)

Validation of Equivalence Structure Incremental Search. - Seiya Satoh; Yoshinobu Takahashi; Hiroshi Yamakawa (Frontiers Robotics AI, 2017)

A New Method for Learning RBF Networks by Utilizing Singular Regions. - Seiya Satoh; Ryohei Nakano (ICAISC (1), 2018)

Accelerated Equivalence Structure Extraction via Pairwise Incremental Search. - Seiya Satoh; Yoshinobu Takahashi; Hiroshi Yamakawa (KDD, 2018)

Mixture of Multilayer Perceptron Regressions. - Ryohei Nakano; Seiya Satoh (ICPRAM, 2019)

Faster RBF Network Learning Utilizing Singular Regions. - Seiya Satoh; Ryohei Nakano (ICPRAM, 2019)

Bypassing combinatorial explosions in equivalence structure extraction. - Seiya Satoh; Hiroshi Yamakawa (Knowl. Inf. Syst., 2021)

Stable Learning Algorithm Using Reducibility for Recurrent Neural Networks. - Seiya Satoh (ICANN (6), 2023)

A Quasi-Newton Method for a Mean Variance Estimation Network. - Seiya Satoh (IEICE Trans. Inf. Syst., 2025)