Masaki Kobayashi

发表

Chapter I Complex-Valued Boltzmann Manifold

Masaki Kobayashi, 2010 .

Information geometry of rotor Boltzmann machines

Masaki Kobayashi, 2016 .

Split Quaternion-Valued Twin-Multistate Hopfield Neural Networks

Masaki Kobayashi, 2020, Advances in Applied Clifford Algebras.

Chaotic complex‐valued bipartite auto‐associative memory with a periodic activation function

Masaki Kobayashi, Masaki Kobayashi, 2017 .

Complex-Valued Bipartite Auto-Associative Memory

Masaki Kobayashi, Yozo Suzuki, Masaki Kobayashi, 2014, IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences.

Information geometry of hyperbolic-valued Boltzmann machines

Masaki Kobayashi, Masaki Kobayashi, 2021, Neurocomputing.

Reducibilities of hyperbolic neural networks

Masaki Kobayashi, Masaki Kobayashi, 2020, Neurocomputing.

Singularities of Three-Layered Complex-Valued Neural Networks With Split Activation Function

Masaki Kobayashi, Masaki Kobayashi, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Uniqueness theorem for quaternionic neural networks

Masaki Kobayashi, Masaki Kobayashi, 2017, Signal Process..

Uniqueness Theorem of Complex-Valued Neural Networks with Polar-Represented Activation Function

Masaki Kobayashi, Masaki Kobayashi, 2015, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

Twisted quaternary neural networks

Masaki Kobayashi, Akihiro Nakajima, Masaki Kobayashi, 2012 .

Exceptional Reducibility of Complex-Valued Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2010, IEEE Transactions on Neural Networks.

Chapter I Complex-Valued Boltzmann Manifold

Masaki Kobayashi, 2010 .

Complex-Valued Boltzmann Manifold

Masaki Kobayashi, Masaki Kobayashi, 2009 .

Hyperbolic Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2013, IEEE Transactions on Neural Networks and Learning Systems.

Boltzmann Machines with Identified States

Masaki Kobayashi, Masaki Kobayashi, 2008, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

Hyperbolic-valued Hopfield neural networks in hybrid mode

Masaki Kobayashi, Masaki Kobayashi, 2021, Neurocomputing.

Storage Capacity of Quaternion-Valued Hopfield Neural Networks With Dual Connections

Masaki Kobayashi, Masaki Kobayashi, 2021, Neural Computation.

Noise Robust Projection Rule for Klein Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2021, Neural Computation.

Synthesis of complex- and hyperbolic-valued Hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2021, Neurocomputing.

Gradient Descent Learning for Hyperbolic Hopfield Associative Memory

Naotake Kamiura, Masaki Kobayashi, Teijiro Isokawa, 2021, Transactions of the Institute of Systems, Control and Information Engineers.

Stability Conditions of Bicomplex-Valued Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2021, Neural Computation.

Quaternion-Valued Twin-Multistate Hopfield Neural Networks With Dual Connections

Masaki Kobayashi, Masaki Kobayashi, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Bicomplex-valued twin-hyperbolic Hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2021, Neurocomputing.

Complex-valued Hopfield neural networks with real weights in synchronous mode

Masaki Kobayashi, Masaki Kobayashi, 2021, Neurocomputing.

Diagonal rotor Hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2020, Neurocomputing.

Bicomplex Projection Rule for Complex-Valued Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2020, Neural Computation.

A Projection Rule for Complex‐Valued Associative Memory with Partial Connections

Masaki Kobayashi, Naotake Kamiura, Teijiro Isokawa, 2020, IEEJ Transactions on Electrical and Electronic Engineering.

Hyperbolic-Valued Hopfield Neural Networks in Synchronous Mode

Masaki Kobayashi, Masaki Kobayashi, 2020, Neural Computation.

Matrix-valued twin-multistate Hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2020, Neurocomputing.

Twin-multistate commutative quaternion Hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2018, Neurocomputing.

Storage capacity of rotor Hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2018, Neurocomputing.

Dual‐numbered Hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2018 .

Hyperbolic Hopfield neural networks with directional multistate activation function

Masaki Kobayashi, Masaki Kobayashi, 2018, Neurocomputing.

Multistate vector product hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2018, Neurocomputing.

Quaternionic Hopfield neural networks with twin-multistate activation function

Masaki Kobayashi, Masaki Kobayashi, 2017, Neurocomputing.

Three-Dimensional Quaternionic Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2017, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

Fixed points of split quaternionic hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2017, Signal Process..

Symmetric quaternionic Hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2017, Neurocomputing.

Hyperbolic Hopfield neural networks with four‐state neurons

Masaki Kobayashi, Masaki Kobayashi, 2017 .

Global Hyperbolic Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2016, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

Pattern Retrieval by Quaternionic Associative Memory with Dual Connections

Nobuyuki Matsui, Haruhiko Nishimura, Masaki Kobayashi, 2016, ICONIP.

Rotational invariance of quaternionic hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2016 .

On the performance of Quaternionic Bidirectional Auto-Associative Memory

Nobuyuki Matsui, Haruhiko Nishimura, Masaki Kobayashi, 2015, 2015 International Joint Conference on Neural Networks (IJCNN).

Hybrid Quaternionic Hopfield Neural Network

Masaki Kobayashi, Masaki Kobayashi, 2015, IEICE Trans. Fundam. Electron. Commun. Comput. Sci..

Chaotic pseudo-orthogonalized Hopfield associative memory

Masaki Kobayashi, Masaki Kobayashi, 2017, Neurocomputing.

Chaotic complex-valued bidirectional associative memory with a real-valued context part

Masaki Kobayashi, Shogo Furusawa, Masaki Kobayashi, 2013 .

Symmetric Complex-Valued Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2017, IEEE Transactions on Neural Networks and Learning Systems.

Noise Robust Projection Rule for Hyperbolic Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2020, IEEE Transactions on Neural Networks and Learning Systems.

Stability of Rotor Hopfield Neural Networks With Synchronous Mode

Masaki Kobayashi, Masaki Kobayashi, 2018, IEEE Transactions on Neural Networks and Learning Systems.

Pseudomemories of two‐dimensional multistate hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2017 .

Attractors accompanied with a training pattern of multivalued hopfield neural networks

Masaki Kobayashi, Masaki Kobayashi, 2015 .

Projection Rule for Rotor Hopfield Neural Networks

Masaki Kobayashi, Michimasa Kitahara, Masaki Kobayashi, 2014, IEEE Transactions on Neural Networks and Learning Systems.

Complex-valued bidirectional auto-associative memory

Masaki Kobayashi, Yozo Suzuki, Masaki Kobayashi, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Rotor Associative Memory with a Periodic Activation Function

Masaki Kobayashi, Yozo Suzuki, Michimasa Kitahara, 2012, The 2012 International Joint Conference on Neural Networks (IJCNN).

Dynamic Complex-Valued Associative Memory with Strong Bias Terms

Masaki Kobayashi, Yozo Suzuki, Michimasa Kitahara, 2011, ICONIP.

Fundamental Abilities of Rotor Associative Memory

Masaki Kobayashi, Michimasa Kitahara, Masaki Kobayashi, 2010, 2010 IEEE/ACIS 9th International Conference on Computer and Information Science.

Pseudo-Relaxation Learning Algorithm for Complex-Valued Associative Memory

Masaki Kobayashi, Masaki Kobayashi, 2008, Int. J. Neural Syst..

Complex‐valued multidirectional associative memory

Masaki Kobayashi, Haruaki Yamazaki, Masaki Kobayashi, 2007 .

Projection rule for complex-valued associative memory with large constant terms

Masaki Kobayashi, Michimasa Kitahara, Masaki Kobayashi, 2012 .

Complex-valued Associative Memory with Strong Thresholds

Masaki Kobayashi, Michimasa Kitahara, Masaki Kobayashi, 2011 .

Reducing Spurious States by Rotor Associative Memory

Masaki Kobayashi, Michimasa Kitahara, M. Hattori, 2011 .

Complex-valued Multidirectional Associative Memory

Masaki Kobayashi, Haruaki Yamazaki, Masaki Kobayashi, 2005 .

Hypercomplex Widely Linear Estimation Through the Lens of Underpinning Geometry

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

Quaternion Projection Rule for Rotor Hopfield Neural Networks

Masaki Kobayashi, Masaki Kobayashi, 2020, IEEE Transactions on Neural Networks and Learning Systems.