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2020 – today
- 2023
[c14]Seiya Satoh
:
Stable Learning Algorithm Using Reducibility for Recurrent Neural Networks. ICANN (6) 2023: 127-139- 2021
- [j3]Seiya Satoh, Hiroshi Yamakawa:
Bypassing combinatorial explosions in equivalence structure extraction. Knowl. Inf. Syst. 63(10): 2621-2644 (2021)
2010 – 2019
- 2019
- [c13]Seiya Satoh, Ryohei Nakano:
Faster RBF Network Learning Utilizing Singular Regions. ICPRAM 2019: 501-508 - [c12]Ryohei Nakano, Seiya Satoh:
Mixture of Multilayer Perceptron Regressions. ICPRAM 2019: 509-516 - 2018
- [c11]Seiya Satoh, Ryohei Nakano:
A New Method for Learning RBF Networks by Utilizing Singular Regions. ICAISC (1) 2018: 214-225 - [c10]Seiya Satoh, Yoshinobu Takahashi, Hiroshi Yamakawa:
Accelerated Equivalence Structure Extraction via Pairwise Incremental Search. KDD 2018: 2160-2169 - 2017
- [j2]Seiya Satoh, Yoshinobu Takahashi, Hiroshi Yamakawa:
Validation of Equivalence Structure Incremental Search. Frontiers Robotics AI 4: 63 (2017) - [c9]Seiya Satoh, Ryohei Nakano:
How New Information Criteria WAIC and WBIC Worked for MLP Model Selection. ICPRAM 2017: 105-111 - [c8]Seiya Satoh, Ryohei Nakano:
Performance of Complex-Valued Multilayer Perceptrons Largely Depends on Learning Methods. IJCCI 2017: 45-53 - [c7]Seiya Satoh, Hiroshi Yamakawa:
Incremental extraction of high-dimensional equivalence structures. IJCNN 2017: 1518-1524 - 2016
- [c6]Seiya Satoh, Ryohei Nakano:
How complex-valued multilayer perceptron can predict the behavior of deterministic chaos. IJCNN 2016: 4118-4124 - 2015
- [c5]Seiya Satoh, Ryohei Nakano:
A Yet Faster Version of Complex-valued Multilayer Perceptron Learning using Singular Regions and Search Pruning. IJCCI (NCTA) 2015: 122-129 - [c4]Seiya Satoh, Ryohei Nakano:
Complex-valued multilayer perceptron learning using singular regions and search pruning. IJCNN 2015: 1-6 - 2014
- [c3]Seiya Satoh, Ryohei Nakano:
Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter Space. ICANN 2014: 315-322 - [c2]Seiya Satoh, Ryohei Nakano:
Singularity Stairs Following with Limited Numbers of Hidden Units. IJCCI (NCTA) 2014: 180-186 - 2013
- [j1]Seiya Satoh, Ryohei Nakano:
Fast and Stable Learning Utilizing Singular Regions of Multilayer Perceptron. Neural Process. Lett. 38(2): 99-115 (2013) - 2011
- [c1]Ryohei Nakano, Seiya Satoh, Takayuki Ohwaki:
Learning Method Utilizing Singular Region of Multilayer Perceptron. IJCCI (NCTA) 2011: 106-111
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