T. Nitta

发表

A Solution to the 4-bit Parity Problem with a Single Quaternary Neuron

T. Nitta, Aist Tsukuba, 2004 .

Solving the XOR problem and the detection of symmetry using a single complex-valued neuron

Tohru Nitta, T. Nitta, 2003, Neural Networks.

Widely Linear Estimation with Geometric Algebra

T. Nitta, 2013 .

Three-Dimensional Vector Valued Neural Network and its Generalization Ability

T. Nitta, A. Central, 2006 .

�-dimensional vector neuron

T. Nitta, 2006 .

Chapter 4 - Complex-Valued Neural Network and Complex-Valued Backpropagation Learning Algorithm

Tohru Nitta, T. Nitta, 2008 .

Resolution of singularities via deep complex‐valued neural networks

T. Nitta, 2018 .

Spurious Local Minima of Deep ReLU Neural Networks in the Neural Tangent Kernel Regime

T. Nitta, 2018, 1806.04884.

Emotion Memory Model

Kenji Nishida, Tohru Nitta, Toshio Tanaka, 1999, Applied Informatics.

Applications of Clifford’s Geometric Algebra

T. Nitta, Y. Kuroe, E. Hitzer, 2013, Advances in Applied Clifford Algebras.

Resolution of Singularities Introduced by Hierarchical Structure in Deep Neural Networks

Tohru Nitta, T. Nitta, 2017, IEEE Transactions on Neural Networks and Learning Systems.

On the Singularity in Deep Neural Networks

Tohru Nitta, T. Nitta, 2016, ICONIP.

Complex-Valued Neurocomputing and Singular Points

Tohru Nitta, T. Nitta, 2015 .

Local minima in hierarchical structures of complex-valued neural networks

Tohru Nitta, T. Nitta, 2013, Neural Networks.

Neural Networks with Comparatively Few Critical Points

Tohru Nitta, T. Nitta, 2013, KES.

The uniqueness Theorem for Complex-Valued Neural Networks with Threshold Parameters and the Redundancy of the Parameters

Tohru Nitta, T. Nitta, 2008, Int. J. Neural Syst..

Reducibility of the Complex-valued Neural Network

Tohru Nitta, Aist Tsukuba, T. Nitta, 2004 .

The uniqueness theorem for complex-valued neural networks and the redundancy of the parameters

Tohru Nitta, T. Nitta, 2003, Systems and Computers in Japan.

Redundancy of the parameters of the complex-valued neural network

Tohru Nitta, T. Nitta, 2002, Neurocomputing.

On the critical points of the complex-valued neural network

Tohru Nitta, T. Nitta, 2002, Proceedings of the 9th International Conference on Neural Information Processing, 2002. ICONIP '02..

A quaternary version of the back-propagation algorithm

T. Nitta, T. Nitta, 1995, Proceedings of ICNN'95 - International Conference on Neural Networks.

Orthogonality of Decision Boundaries in Complex-Valued Neural Networks

Tohru Nitta, T. Nitta, 2004, Neural Computation.

An Extension of the Back-Propagation Algorithm to Complex Numbers

Tohru Nitta, T. Nitta, 1997, Neural Networks.

Applications of Clifford’s Geometric Algebra

Yasuaki Kuroe, Eckhard Hitzer, Tohru Nitta, 2013, Advances in Applied Clifford Algebras.

Hypercomplex Widely Linear Estimation Through the Lens of Underpinning Geometry

Danilo P. Mandic, Masaki Kobayashi, Tohru Nitta, 2019, IEEE Transactions on Signal Processing.

Performance Bounds of Quaternion Estimators

Danilo P. Mandic, Yili Xia, Cyrus Jahanchahi, 2015, IEEE Transactions on Neural Networks and Learning Systems.

Hyperbolic Gradient Operator and Hyperbolic Back-Propagation Learning Algorithms

Yasuaki Kuroe, Tohru Nitta, T. Nitta, 2018, IEEE Transactions on Neural Networks and Learning Systems.

A back-propagation algorithm for complex numbered neural networks

T. Nitta, T. Nitta, Tohru Nitta, 1993, Proceedings of 1993 International Conference on Neural Networks (IJCNN-93-Nagoya, Japan).

On the decision boundaries of hyperbolic neurons

Tohru Nitta, Sven Buchholz, T. Nitta, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Learning Transformations with Complex-Valued Neurocomputing

Tohru Nitta, T. Nitta, 2012, Int. J. Organ. Collect. Intell..