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Shin Ishii, Ph.D. - Publications

Affiliations: 
Graduate School of Informatics Kyoto University, Kyōto-shi, Kyōto-fu, Japan 
Area:
Computational neuroscience
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30 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Fujita Y, Yagishita S, Kasai H, Ishii S. Computational Characteristics of the Striatal Dopamine System Described by Reinforcement Learning With Fast Generalization. Frontiers in Computational Neuroscience. 14: 66. PMID 32774245 DOI: 10.3389/Fncom.2020.00066  0.321
2019 Urakubo H, Bullmann T, Kubota Y, Oba S, Ishii S. UNI-EM: An Environment for Deep Neural Network-Based Automated Segmentation of Neuronal Electron Microscopic Images. Scientific Reports. 9: 19413. PMID 31857624 DOI: 10.1038/S41598-019-55431-0  0.713
2018 Miyato T, Maeda SI, Ishii S, Koyama M. Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning. Ieee Transactions On Pattern Analysis and Machine Intelligence. PMID 30040630 DOI: 10.1109/Tpami.2018.2858821  0.347
2018 Liang Z, Hamada Y, Oba S, Ishii S. Characterization of electroencephalography signals for estimating saliency features in videos. Neural Networks : the Official Journal of the International Neural Network Society. 105: 52-64. PMID 29763744 DOI: 10.1016/J.Neunet.2018.04.013  0.328
2017 Meshgi K, Maeda SI, Oba S, Ishii S. Constructing a meta-tracker using Dropout to imitate the behavior of an arbitrary black-box tracker. Neural Networks : the Official Journal of the International Neural Network Society. 87: 132-148. PMID 28119122 DOI: 10.1016/J.Neunet.2016.12.009  0.738
2016 Meshgi K, Maeda S, Oba S, Skibbe H, Li Y, Ishii S. An occlusion-aware particle filter tracker to handle complex and persistent occlusions Computer Vision and Image Understanding. 150: 81-94. DOI: 10.1016/J.Cviu.2016.05.011  0.735
2016 Hirayama Ji, Hyvärinen A, Ishii S. Sparse and low-rank matrix regularization for learning time-varying Markov networks Machine Learning. 1-32. DOI: 10.1007/S10994-016-5568-6  0.335
2015 Shikauchi Y, Ishii S. Decoding the view expectation during learned maze navigation from human fronto-parietal network. Scientific Reports. 5: 17648. PMID 26631641 DOI: 10.1038/Srep17648  0.3
2015 Meshgi K, Ishii S. The state-of-the-art in handling occlusions for visual object tracking Ieice Transactions On Information and Systems. 1260-1274. DOI: 10.1587/Transinf.2014Edr0002  0.718
2012 Fukushima M, Yamashita O, Kanemura A, Ishii S, Kawato M, Sato MA. A state-space modeling approach for localization of focal current sources from MEG. Ieee Transactions On Bio-Medical Engineering. 59: 1561-71. PMID 22394573 DOI: 10.1109/Tbme.2012.2189713  0.302
2011 Yoshimoto J, Sato M, Ishii S. Bayesian Normalized Gaussian Network and Hierarchical Model Selection Method Intelligent Automation and Soft Computing. 17: 71-94. DOI: 10.1080/10798587.2011.10643134  0.335
2010 Kanemura A, Maeda S, Ishii S. Sparse bayesian learning of filters for efficient image expansion. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 19: 1480-90. PMID 20215080 DOI: 10.1109/Tip.2010.2043010  0.31
2010 Naito S, Yukinawa N, Ishii S. A spiking neural network model of primary visual cortex for perceptual learning Neuroscience Research. 68. DOI: 10.1016/J.Neures.2010.07.2503  0.308
2010 Yukinawa N, Ishii S. Learning spatio-temporal visual features by a large scale neural network model Neuroscience Research. 68. DOI: 10.1016/J.Neures.2010.07.1925  0.321
2009 Shibata K, Yamagishi N, Ishii S, Kawato M. Boosting perceptual learning by fake feedback. Vision Research. 49: 2574-85. PMID 19531366 DOI: 10.1016/J.Visres.2009.06.009  0.3
2009 Takenouchi T, Ishii S. A multiclass classification method based on decoding of binary classifiers. Neural Computation. 21: 2049-81. PMID 19292646 DOI: 10.1162/Neco.2009.03-08-740  0.301
2008 Hirayama J, Nakatomi M, Takenouchi T, Ishii S. Collaborative Prediction By Multiple Bayesian Networks And Its Application To Printer Usage Modeling Behaviormetrika. 35: 99-114. DOI: 10.2333/Bhmk.35.99  0.303
2008 Osaga S, Hirayama JI, Takenouchi T, Ishii S. A probabilistic modeling of MOSAIC learning Artificial Life and Robotics. 12: 167-171. DOI: 10.1007/S10015-007-0461-9  0.307
2007 Hirayama J, Maeda S, Ishii S. Markov and Semi-Markov switching of source appearances for nonstationary independent component analysis. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 18: 1326-42. PMID 18220183 DOI: 10.1109/Tnn.2007.895829  0.301
2007 Fujita H, Ishii S. Model-based reinforcement learning for partially observable games with sampling-based state estimation. Neural Computation. 19: 3051-87. PMID 17883349 DOI: 10.1162/Neco.2007.19.11.3051  0.324
2007 Nakamura Y, Mori T, Sato MA, Ishii S. Reinforcement learning for a biped robot based on a CPG-actor-critic method. Neural Networks : the Official Journal of the International Neural Network Society. 20: 723-35. PMID 17412559 DOI: 10.1016/J.Neunet.2007.01.002  0.307
2005 Maeda S, Song WJ, Ishii S. Nonlinear and noisy extension of independent component analysis: theory and its application to a pitch sensation model. Neural Computation. 17: 115-44. PMID 15563750 DOI: 10.1162/0899766052530866  0.314
2005 Yoshimoto J, Nishimura M, Tokita Y, Ishii S. Acrobot control by learning the switching of multiple controllers Artificial Life and Robotics. 9: 67-71. DOI: 10.1007/S10015-004-0340-6  0.303
2004 Hirayama J, Yoshimoto J, Ishii S. Bayesian representation learning in the cortex regulated by acetylcholine. Neural Networks : the Official Journal of the International Neural Network Society. 17: 1391-400. PMID 15541942 DOI: 10.1016/J.Neunet.2004.06.006  0.324
2004 Amemori KI, Ishii S. Self-organization of delay lines by spike-time-dependent learning Neurocomputing. 61: 291-316. DOI: 10.1016/J.Neucom.2003.09.013  0.667
2003 Oba S, Sato M, Ishii S. Variational Bayes method for Mixture of Principal Component Analyzers Systems and Computers in Japan. 34: 55-66. DOI: 10.1002/Scj.10394  0.302
2002 Ishii S, Yoshida W, Yoshimoto J. Control of exploitation-exploration meta-parameter in reinforcement learning. Neural Networks : the Official Journal of the International Neural Network Society. 15: 665-87. PMID 12371519 DOI: 10.1016/S0893-6080(02)00056-4  0.321
2001 Amemori KI, Ishii S. Gaussian process approach to spiking neurons for inhomogeneous Poisson inputs. Neural Computation. 13: 2763-97. PMID 11705410 DOI: 10.1162/089976601317098529  0.644
2001 Tamakoshi H, Ishii S. Multiagent reinforcement learning applied to a chase problem in a continuous world Artificial Life and Robotics. 5: 202-206. DOI: 10.1007/Bf02481502  0.321
2001 Yoshimoto J, Ishii S, Sato M. Application of reinforcement learning based on on-line EM algorithm to balancing of acrobot Systems and Computers in Japan. 32: 12-20. DOI: 10.1002/Scj.1022  0.328
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