| 2023 | ICANN | Stable Learning Algorithm Using Reducibility for Recurrent Neural Networks. | Seiya Satoh |
| 2019 | ICPRAM | Mixture of Multilayer Perceptron Regressions. | Ryohei Nakano, Seiya Satoh |
| 2019 | ICPRAM | Faster RBF Network Learning Utilizing Singular Regions. | Seiya Satoh, Ryohei Nakano |
| 2018 | ICAISC | A New Method for Learning RBF Networks by Utilizing Singular Regions. | Seiya Satoh, Ryohei Nakano |
| 2018 | KDD | Accelerated Equivalence Structure Extraction via Pairwise Incremental Search. | Seiya Satoh, Yoshinobu Takahashi, Hiroshi Yamakawa |
| 2017 | IJCCI | Performance of Complex-Valued Multilayer Perceptrons Largely Depends on Learning Methods. | Seiya Satoh, Ryohei Nakano |
| 2017 | ICPRAM | How New Information Criteria WAIC and WBIC Worked for MLP Model Selection. | Seiya Satoh, Ryohei Nakano |
| 2017 | IJCNN | Incremental extraction of high-dimensional equivalence structures. | Seiya Satoh, Hiroshi Yamakawa |
| 2016 | IJCNN | How complex-valued multilayer perceptron can predict the behavior of deterministic chaos. | Seiya Satoh, Ryohei Nakano |
| 2015 | IJCCI | A Yet Faster Version of Complex-valued Multilayer Perceptron Learning using Singular Regions and Search Pruning. | Seiya Satoh, Ryohei Nakano |
| 2015 | IJCNN | Complex-valued multilayer perceptron learning using singular regions and search pruning. | Seiya Satoh, Ryohei Nakano |
| 2014 | ICANN | Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter Space. | Seiya Satoh, Ryohei Nakano |
| 2014 | IJCCI | Singularity Stairs Following with Limited Numbers of Hidden Units. | Seiya Satoh, Ryohei Nakano |
| 2011 | IJCCI | Learning Method Utilizing Singular Region of Multilayer Perceptron. | Ryohei Nakano, Seiya Satoh, Takayuki Ohwaki |