Junichiro Hirayama
This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.
Bibliography
2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
2022
Asymmetric directed functional connectivity within the frontoparietal motor network during motor imagery and execution.
NeuroImage, 2022
SPD domain-specific batch normalization to crack interpretable unsupervised domain adaptation in EEG.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Controlling The Fréchet Variance Improves Batch Normalization on the Symmetric Positive Definite Manifold.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022
2021
Neural dSCA: demixing multimodal interaction among brain areas during naturalistic experiments.
CoRR, 2021
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Demixed shared component analysis of neural population data from multiple brain areas.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
State-unspecific patterns of whole-brain functional connectivity from resting and multiple task states predict stable individual traits.
NeuroImage, 2019
2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018
2017
Proceedings of the 34th International Conference on Machine Learning, 2017
2016
Orthogonal Connectivity Factorization: Interpretable Decomposition of Variability in Correlation Matrices.
Neural Comput., 2016
Mach. Learn., 2016
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016
2015
NeuroImage, 2015
Unifying Blind Separation and Clustering for Resting-State EEG/MEG Functional Connectivity Analysis.
Neural Comput., 2015
Brain-machine interfaces for assistive smart homes: A feasibility study with wearable near-infrared spectroscopy.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015
2014
Dynamic connectivity factorization: Interpretable decompositions of non-stationarity.
Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014
Simultaneous blind separation and clustering of coactivated EEG/MEG sources for analyzing spontaneous brain activity.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Live demonstration: Database-driven artifact detection method for EEG systems with few channels (DAD).
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
Proceedings of the IEEE Biomedical Circuits and Systems Conference, 2014
2011
Proceedings of the UAI 2011, 2011
Structural equations and divisive normalization for energy-dependent component analysis.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011
2010
Sparse and Low-Rank Estimation of Time-Varying Markov Networks with Alternating Direction Method of Multipliers.
Proceedings of the Neural Information Processing. Theory and Algorithms, 2010
2009
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009
2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
2007
Markov and Semi-Markov Switching of Source Appearances for Nonstationary Independent Component Analysis.
IEEE Trans. Neural Networks, 2007
Proceedings of the Neural Information Processing, 14th International Conference, 2007
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
2006
Balancing plasticity and stability of on-line learning based on hierarchical Bayesian adaptation of forgetting factors.
Neurocomputing, 2006
2004
Neural Networks, 2004
2002
Learning from Human Decision-Making Behaviors - An Application to RoboCup Software Agents.
Proceedings of the Developments in Applied Artificial Intelligence, 2002