Junichiro Yoshimoto

Publication Activity (10 Years)

Years Active: 2000-2023
Publications (10 Years): 17

Top Topics

Functional Connectivity

Advanced Driver Assistance Systems

Processing Pipeline

Top Venues

Neural Networks

Artif. Life Robotics

Publications

Zhongluo Li, Junichiro Yoshimoto, Kazushi Ikeda
Temporal Attention for Robust Multiple Object Pose Tracking. ICONIP (4) (2023)
Wenjun Bai, Okito Yamashita, Junichiro Yoshimoto
Learning task-agnostic and interpretable subsequence-based representation of time series and its applications in fMRI analysis. Neural Networks 163 (2023)
Zihao Yu, Mark Christian Guinto, Brian Godwin S. Lim, Renzo Roel P. Tan, Junichiro Yoshimoto, Kazushi Ikeda, Yasumi Ohta, Jun Ohta
Engineering a data processing pipeline for an ultra-lightweight lensless fluorescence imaging device with neuronal-cluster resolution. Artif. Life Robotics 28 (3) (2023)
Chie Hieida, Tomoaki Yamamoto, Takatomi Kubo, Junichiro Yoshimoto, Kazushi Ikeda
Negative emotion recognition using multimodal physiological signals for advanced driver assistance systems. Artif. Life Robotics 28 (2) (2023)
Panyawut Sri-Iesaranusorn, Felan Carlo C. Garcia, Francis Tiausas, Supatsara Wattanakriengkrai, Kazushi Ikeda, Junichiro Yoshimoto
Toward the Perfect Stroke: A Multimodal Approach for Table Tennis Stroke Evaluation. ICMU (2021)
Felan Carlo C. Garcia, Ayumi Hirao, Aran Tajika, Toshi A. Furukawa, Kazushi Ikeda, Junichiro Yoshimoto
Leveraging Longitudinal Lifelog Data Using Survival Models for Predicting Risk of Relapse among Patients with Depression in Remission. EMBC (2021)
Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto
Multiple clustering for identifying subject clusters and brain sub-networks using functional connectivity matrices without vectorization. Neural Networks 142 (2021)
Takashi Nakano, Masahiro Takamura, Haruki Nishimura, Maro G. Machizawa, Naho Ichikawa, Atsuo Yoshino, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki, Makiko Yamada, Tetsuya Suhara, Junichiro Yoshimoto
Resting-state brain activity can predict target-independent aptitude in fMRI-neurofeedback training. NeuroImage 245 (2021)
Takuma Kuroki, Osamu Shouno, Junichiro Yoshimoto
Semi-Supervised Estimation of Driving Behaviors Using Robust Time-Contrastive Learning. APSIPA ASC (2021)
Wenjun Bai, Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto
Reconstructing Temporal Dynamics of fMRI Time Series via Encoded Contextual Information. BIBM (2020)
Tomoki Tokuda, Okito Yamashita, Junichiro Yoshimoto
Multiple-view clustering for correlation matrices based on Wishart mixture model. CoRR (2020)
Yu Shimizu, Junichiro Yoshimoto, Masahiro Takamura, Go Okada, Tomoya Matsumoto, Manabu Fuchikami, Satoshi Okada, Shigeru Morinobu, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya
Maximum Credibility Voting (MCV) An Integrative Approach for Accurate Diagnosis of Major Depressive Disorder from Clinically Readily Available Data. APSIPA (2020)
Panyawut Sri-Iesaranusorn, Saeka Shimochi, Naoki Ono, Emrah Yatkin, Hidehiro Iida, Kazushi Ikeda, Junichiro Yoshimoto
Quantification Analysis of Behavioral Changes after Sciatic Nerve Ligation in Rats. APSIPA (2020)
Junichiro Yoshimoto, Jumpei Ozaki, Kohta Mizutani, Takashi Nakano, Kazushi Ikeda, Takayuki Yamashita
Statistical analysis on characteristic whisker movements observed in reward processing. APSIPA (2019)
Ildefons Magrans de Abril, Junichiro Yoshimoto, Kenji Doya
Connectivity inference from neural recording data: Challenges, mathematical bases and research directions. Neural Networks 102 (2018)
Kosuke Yoshida, Junichiro Yoshimoto, Kenji Doya
Sparse kernel canonical correlation analysis for discovery of nonlinear interactions in high-dimensional data. BMC Bioinform. 18 (1) (2017)
Clark Kendrick Go, Bryan Lao, Junichiro Yoshimoto, Kazushi Ikeda
A reinforcement learning approach to the shepherding task using SARSA. IJCNN (2016)
JeongHun Baek, Shigeyuki Oba, Junichiro Yoshimoto, Kenji Doya, Shin Ishii
Computational Complexity Reduction for Functional Connectivity Estimation in Large Scale Neural Network. ICONIP (3) (2015)
Kosuke Yoshida, Yu Shimizu, Junichiro Yoshimoto, Shigeru Toki, Go Okada, Masahiro Takamura, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya
Resting state functional connectivity explains individual scores of multiple clinical measures for major depression. BIBM (2015)
Takashi Nakano, Junichiro Yoshimoto, Kenji Doya
A model-based prediction of the calcium responses in the striatal synaptic spines depending on the timing of cortical and dopaminergic inputs and post-synaptic spikes. Frontiers Comput. Neurosci. 7 (2013)
Junichiro Yoshimoto, Masa-aki Sato, Shin Ishii
Bayesian Normalized Gaussian Network and Hierarchical Model Selection Method. Intell. Autom. Soft Comput. 17 (1) (2011)
Takashi Nakano, Tomokazu Doi, Junichiro Yoshimoto, Kenji Doya
A Kinetic Model of Dopamine- and Calcium-Dependent Striatal Synaptic Plasticity. PLoS Comput. Biol. 6 (2) (2010)
Tetsuro Morimura, Eiji Uchibe, Junichiro Yoshimoto, Jan Peters, Kenji Doya
Derivatives of Logarithmic Stationary Distributions for Policy Gradient Reinforcement Learning. Neural Comput. 22 (2) (2010)
Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya
Free-energy-based reinforcement learning in a partially observable environment. ESANN (2010)
Tetsuro Morimura, Eiji Uchibe, Junichiro Yoshimoto, Kenji Doya
A Generalized Natural Actor-Critic Algorithm. NIPS (2009)
Takashi Nakano, Junichiro Yoshimoto, Jeff Wickens, Kenji Doya
Calcium Responses Model in Striatum Dependent on Timed Input Sources. ICANN (1) (2009)
Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya
Robust Population Coding in Free-Energy-Based Reinforcement Learning. ICANN (1) (2008)
Tetsuro Morimura, Eiji Uchibe, Junichiro Yoshimoto, Kenji Doya
A New Natural Policy Gradient by Stationary Distribution Metric. ECML/PKDD (2) (2008)
Junichiro Yoshimoto, Kenji Doya
Bayesian System Identification of Molecular Cascades. ICONIP (1) (2007)
Junichiro Hirayama, Junichiro Yoshimoto, Shin Ishii
Balancing plasticity and stability of on-line learning based on hierarchical Bayesian adaptation of forgetting factors. Neurocomputing 69 (16-18) (2006)
Junichiro Yoshimoto, Masaya Nishimura, Yoichi Tokita, Shin Ishii
Acrobot control by learning the switching of multiple controllers. Artif. Life Robotics 9 (2) (2005)
Junichiro Hirayama, Junichiro Yoshimoto, Shin Ishii
Bayesian representation learning in the cortex regulated by acetylcholine. Neural Networks 17 (10) (2004)
Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato
System Identification Based on Online Variational Bayes Method and Its Application to Reinforcement Learning. ICANN (2003)
Shin Ishii, Wako Yoshida, Junichiro Yoshimoto
Control of exploitation-exploration meta-parameter in reinforcement learning. Neural Networks 15 (4-6) (2002)
Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato
Hierarchical Model Selection for NGnet Based on Variational Bayes Inference. ICANN (2002)
Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato
Application of reinforcement learning based on on-line EM algorithm to balancing of acrobot. Systems and Computers in Japan 32 (5) (2001)
Junichiro Yoshimoto, Shin Ishii, Masa-aki Sato
On-Line EM Reinforcement Learning. IJCNN (3) (2000)