Complex-Valued Multilayer Perceptron Search Utilizing Eigen Vector Descent and Reducibility Mapping

Artificial Neural Networks and Machine Learning – ICANN 2012 - Lecture Notes in Computer Science ◽

10.1007/978-3-642-33266-1_1 ◽

2012 ◽

pp. 1-8

Author(s):

Shinya Suzumura ◽

Ryohei Nakano

Keyword(s):

Multilayer Perceptron ◽

Complex Valued

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Sensitivity Analysis of the Split-Complex Valued Multilayer Perceptron Due to the Errors of the i.i.d. Inputs and Weights

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2007.894038 ◽

2007 ◽

Vol 18 (5) ◽

pp. 1280-1293 ◽

Cited By ~ 22

Author(s):

Sheng-Sung Yang ◽

Chia-Lu Ho ◽

Sammy Siu

Keyword(s):

Sensitivity Analysis ◽

Multilayer Perceptron ◽

Complex Valued

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A Yet Faster Version of Complex-valued Multilayer Perceptron Learning using Singular Regions and Search Pruning

Proceedings of the 7th International Joint Conference on Computational Intelligence ◽

10.5220/0005594801220129 ◽

2015 ◽

Cited By ~ 1

Author(s):

Seiya Satoh ◽

Ryohei Nakano

Keyword(s):

Multilayer Perceptron ◽

Perceptron Learning ◽

Complex Valued

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"stop-and-go" decision-directed blind adaptive equalization using the complex-valued multilayer perceptron

1997 IEEE International Conference on Acoustics, Speech, and Signal Processing ◽

10.1109/icassp.1997.595496 ◽

2002 ◽

Author(s):

Cheolwoo You ◽

Daesik Hong

Keyword(s):

Multilayer Perceptron ◽

Adaptive Equalization ◽

Stop And Go ◽

Blind Adaptive ◽

Complex Valued ◽

Blind Adaptive Equalization

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Complex-valued multilayer perceptron learning using singular regions and search pruning

2015 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2015.7280457 ◽

2015 ◽

Cited By ~ 2

Author(s):

Seiya Satoh ◽

Ryohei Nakano

Keyword(s):

Multilayer Perceptron ◽

Perceptron Learning ◽

Complex Valued

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How complex-valued multilayer perceptron can predict the behavior of deterministic chaos

2016 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn.2016.7727736 ◽

2016 ◽

Author(s):

Seiya Satoh ◽

Ryohei Nakano

Keyword(s):

Multilayer Perceptron ◽

Deterministic Chaos ◽

Complex Valued

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Complex-Valued Multilayer Perceptron Search Utilizing Singular Regions of Complex-Valued Parameter Space

Artificial Neural Networks and Machine Learning – ICANN 2014 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-11179-7_40 ◽

2014 ◽

pp. 315-322 ◽

Cited By ~ 1

Author(s):

Seiya Satoh ◽

Ryohei Nakano

Keyword(s):

Parameter Space ◽

Multilayer Perceptron ◽

Complex Valued

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Sexual Preference Classification from Gaze Behavior Data using a Multilayer Perceptron

PsycEXTRA Dataset ◽

10.1037/e695432011-020 ◽

2006 ◽

Author(s):

S. Chartier ◽

P. Renaud ◽

S. Bouchard ◽

J. Proulx ◽

J. L. Rouleau ◽

...

Keyword(s):

Multilayer Perceptron ◽

Sexual Preference ◽

Gaze Behavior

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IMPACT OF COMPLEX-VALUED ENERGY FUNCTION SINGULARITIES ON THE BEHAVIOUR OF RAYLEIGH-SCHRÖDINGER PERTURBATION SERIES. H2CO MOLECULE VIBRATIONAL ENERGY SPECTRUM.

Proceedings of the 70th International Symposium on Molecular Spectroscopy ◽

10.15278/isms.2015.rg07 ◽

2015 ◽

Author(s):

Andrey Duchko ◽

Alexandr Bykov

Keyword(s):

Energy Spectrum ◽

Energy Function ◽

Vibrational Energy ◽

Perturbation Series ◽

Schrödinger Perturbation ◽

Complex Valued

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Complex-valued Neural Networks

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.131.2 ◽

2011 ◽

Vol 131 (1) ◽

pp. 2-8

Author(s):

Akira Hirose

Keyword(s):

Neural Networks ◽

Complex Valued

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Natural Gradient Descent of Complex-Valued Neural Networks Invariant under Rotations

IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences ◽

10.1587/transfun.e102.a.1988 ◽

2019 ◽

Vol E102.A (12) ◽

pp. 1988-1996

Author(s):

Jun-ichi MUKUNO ◽

Hajime MATSUI

Keyword(s):

Neural Networks ◽

Gradient Descent ◽

Natural Gradient ◽

Complex Valued

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