Gouhei Tanaka

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Two-Step FORCE Learning Algorithm for Fast Convergence in Reservoir Computing.

[BibT_eX]

[DOI]

Hiroto Tamura

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2020, 2020

2019

Recent advances in physical reservoir computing: A review.

[BibT_eX]

[DOI]

Neural Networks, 2019

Hybrid pooling for enhancement of generalization ability in deep convolutional neural networks.

[BibT_eX]

[DOI]

Zhiqiang Tong

Neurocomputing, 2019

Echo State Networks Composed of Units with Time-Varying Nonlinearity.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2019

Physical reservoir computing: Possibility to resolve the inconsistency between neuro-AI principles and its hardware.

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2019

In a Spin-Wave Reservoir for Machine Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2019

Analysis on Characteristics of Multi-Step Learning Echo State Networks for Nonlinear Time Series Prediction.

[BibT_eX]

[DOI]

Takanori Akiyama

Proceedings of the International Joint Conference on Neural Networks, 2019

Application Identification of Network Traffic by Reservoir Computing.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Echo State Network with Adversarial Training.

[BibT_eX]

[DOI]

Takanori Akiyama

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

2018

Reservoir Computing With Spin Waves Excited in a Garnet Film.

[BibT_eX]

[DOI]

IEEE Access, 2018

Reservoir Computing with Untrained Convolutional Neural Networks for Image Recognition.

[BibT_eX]

[DOI]

Zhiqiang Tong

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Dimensionality Reduction by Reservoir Computing and Its Application to IoT Edge Computing.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Prediction of Molecular Packing Motifs in Organic Crystals by Neural Graph Fingerprints.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Proposal of Carrier-Wave Reservoir Computing.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Simulation Study of Physical Reservoir Computing by Nonlinear Deterministic Time Series Analysis.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Waveform Classification by Memristive Reservoir Computing.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Complex-Valued Neural Networks for Wave-Based Realization of Reservoir Computing.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Dynamics of Reservoir Computing at the Edge of Stability.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

A Hybrid Pooling Method for Convolutional Neural Networks.

[BibT_eX]

[DOI]

Zhiqiang Tong

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Exploiting Heterogeneous Units for Reservoir Computing with Simple Architecture.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Photonic Reservoir Computing Based on Laser Dynamics with External Feedback.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Computational Performance of Echo State Networks with Dynamic Synapses.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

2015

Dynamics of an HBV Model with Drug Resistance Under Intermittent Antiviral Therapy.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2015

Wave-based device scaling concept for brain-like energy efficiency and integration.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures, 2015

Regularity and randomness in modular network structures for neural associative memories.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Wave-Based Reservoir Computing by Synchronization of Coupled Oscillators.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Hopfield-Type Associative Memory with Sparse Modular Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

2013

Complex-Valued Neural Networks: Advances and Applications [Book Review].

[BibT_eX]

[DOI]

IEEE Comput. Intell. Mag., 2013

On the analysis of the bifurcation sets of equilibrium points in parameter space.

[BibT_eX]

[DOI]

Proceedings of the 12th European Control Conference, 2013

2012

Dynamical modeling of chronic myeloid leukemia progression and the development of mutations.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2012

2009

Complex-Valued Multistate Associative Memory With Nonlinear Multilevel Functions for Gray-Level Image Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2009

Backpropagation Learning Algorithm for Multilayer Phasor Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

2008

A Mathematical Model of Intermittent Androgen Suppression for Prostate Cancer.

[BibT_eX]

[DOI]

J. Nonlinear Sci., 2008

2005

Multistate Associative Memory with Parametrically Coupled Map Networks.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, 2005

2003

Bifurcation Structures of Period-Adding Phenomena in an Ocean Internal Wave Model.

[BibT_eX]

[DOI]

Sunao Murashige