Junichiro Hirayama

29 papers A* 4A 1B 1C 1Journal 10Unranked 12

Year	Rank	Type	Title / Venue / Authors
2021	—	`conf`	On the interpretation of linear Riemannian tangent space model parameters in M/EEG. EMBC Reinmar J. Kobler, Junichiro Hirayama, Lea Hehenberger, Catarina Lopes Dias, Gernot R. Müller-Putz, Motoaki Kawanabe
2021	J	`jnl`	On the interpretation of linear Riemannian tangent space model parameters in M/EEG. CoRR Reinmar J. Kobler, Junichiro Hirayama, Lea Hehenberger, Catarina Lopes Dias, Gernot R. Müller-Putz, Motoaki Kawanabe
2018	A*	`conf`	Answering Mixed Type Questions about Daily Living Episodes. IJCAI Taiki Miyanishi, Junichiro Hirayama, Atsunori Kanemura, Motoaki Kawanabe
2018	A*	`conf`	Generating an Event Timeline About Daily Activities From a Semantic Concept Stream. AAAI Taiki Miyanishi, Junichiro Hirayama, Takuya Maekawa, Motoaki Kawanabe
2017	A*	`conf`	SPLICE: Fully Tractable Hierarchical Extension of ICA with Pooling. ICML Junichiro Hirayama, Aapo Hyvärinen, Motoaki Kawanabe
2016	A*	`conf`	Egocentric Video Search via Physical Interactions. AAAI Taiki Miyanishi, Junichiro Hirayama, Quan Kong, Takuya Maekawa, Hiroki Moriya, Takayuki Suyama
2016	J	`jnl`	Orthogonal Connectivity Factorization: Interpretable Decomposition of Variability in Correlation Matrices. Neural Comput. Aapo Hyvärinen, Junichiro Hirayama, Vesa Kiviniemi, Motoaki Kawanabe
2016	J	`jnl`	Sparse and low-rank matrix regularization for learning time-varying Markov networks. Mach. Learn. Junichiro Hirayama, Aapo Hyvärinen, Shin Ishii
2015	—	`conf`	Brain-machine interfaces for assistive smart homes: A feasibility study with wearable near-infrared spectroscopy. EMBC Takeshi Ogawa, Junichiro Hirayama, Pankaj Gupta, Hiroki Moriya, Shumpei Yamaguchi, Akihiro Ishikawa, Yoshihiro Inoue, Motoaki Kawanabe, Shin Ishii
2015	J	`jnl`	Learning a common dictionary for subject-transfer decoding with resting calibration. NeuroImage Hiroshi Morioka, Atsunori Kanemura, Junichiro Hirayama, Manabu Shikauchi, Takeshi Ogawa, Shigeyuki Ikeda, Motoaki Kawanabe, Shin Ishii
2015	J	`jnl`	Unifying Blind Separation and Clustering for Resting-State EEG/MEG Functional Connectivity Analysis. Neural Comput. Junichiro Hirayama, Takeshi Ogawa, Aapo Hyvärinen
2014	—	`conf`	Database-driven artifact detection method for EEG systems with few channels (DAD). BioCAS Jamilah A. Abdur-Rahim, Takeshi Ogawa, Junichiro Hirayama, Shin Ishii
2014	—	`conf`	Dynamic connectivity factorization: Interpretable decompositions of non-stationarity. PRNI Aapo Hyvärinen, Junichiro Hirayama, Motoaki Kawanabe
2014	—	`conf`	Live demonstration: Database-driven artifact detection method for EEG systems with few channels (DAD). BioCAS Jamilah A. Abdur-Rahim, Takeshi Ogawa, Junichiro Hirayama, Shin Ishii
2014	—	`conf`	Simultaneous blind separation and clustering of coactivated EEG/MEG sources for analyzing spontaneous brain activity. EMBC Junichiro Hirayama, Takeshi Ogawa, Aapo Hyvärinen
2012	J	`jnl`	Bregman divergence as general framework to estimate unnormalized statistical models CoRR Michael Gutmann, Junichiro Hirayama
2011	A	`conf`	Bregman divergence as general framework to estimate unnormalized statistical models. UAI Michael Gutmann, Junichiro Hirayama
2011	—	`conf`	Structural equations and divisive normalization for energy-dependent component analysis. NIPS Junichiro Hirayama, Aapo Hyvärinen
2010	—	`conf`	Sparse and Low-Rank Estimation of Time-Varying Markov Networks with Alternating Direction Method of Multipliers. ICONIP (1) Junichiro Hirayama, Aapo Hyvärinen, Shin Ishii
2009	B	`conf`	Dynamic Exponential Family Matrix Factorization. PAKDD Kohei Hayashi, Junichiro Hirayama, Shin Ishii
2008	—	`conf`	A Closed-Form Estimator of Fully Visible Boltzmann Machines. ICONIP (2) Junichiro Hirayama, Shin Ishii
2008	J	`jnl`	A probabilistic modeling of MOSAIC learning. Artif. Life Robotics Satoshi Osaga, Junichiro Hirayama, Takashi Takenouchi, Shin Ishii
2008	—	`conf`	Interpreting Dopamine Activities in Stochastic Reward Tasks. ICONIP (1) Akiyo Asahina, Junichiro Hirayama, Shin Ishii
2007	—	`conf`	A Probabilistic Model of MOSAIC. FOCI Satoshi Osaga, Junichiro Hirayama, Takashi Takenouchi, Shin Ishii
2007	—	`conf`	Bayesian Collaborative Predictors for General User Modeling Tasks. ICONIP (1) Junichiro Hirayama, Masashi Nakatomi, Takashi Takenouchi, Shin Ishii
2007	J	`jnl`	Markov and Semi-Markov Switching of Source Appearances for Nonstationary Independent Component Analysis. IEEE Trans. Neural Networks Junichiro Hirayama, Shin-ichi Maeda, Shin Ishii
2006	J	`jnl`	Balancing plasticity and stability of on-line learning based on hierarchical Bayesian adaptation of forgetting factors. Neurocomputing Junichiro Hirayama, Junichiro Yoshimoto, Shin Ishii
2004	J	`jnl`	Bayesian representation learning in the cortex regulated by acetylcholine. Neural Networks Junichiro Hirayama, Junichiro Yoshimoto, Shin Ishii
2002	C	`conf`	Learning from Human Decision-Making Behaviors - An Application to RoboCup Software Agents. IEA/AIE Ruck Thawonmas, Junichiro Hirayama, Fumiaki Takeda