IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28 Dec. 2020, Peer-reviewed
Optimization and validation of diffusion MRI-based fiber tracking with neural tracer data as a reference
Carlos Enrique Gutierrez; Henrik Skibbe; Ken Nakae; Hiromichi Tsukada; Jean Lienard; Akiya Watakabe; Junichi Hata; Marco Reisert; Alexander Woodward; Yoko Yamaguchi; Tetsuo Yamamori; Hideyuki Okano; Shin Ishii; Kenji Doya
Scientific Reports, 18 Dec. 2020, Peer-reviewed
Modularized predictive codingbased online motion sysnthesis combining environmental constraints and motion data
Jaepyung Hwang; Shin Ishii; Taesoo Kwon; Shigeyuki Oba
IEEE Access, 06 Nov. 2020, Peer-reviewed
Geometry and the organization principle of spine synapses along a dendrite
Parajuli L. K; Urakubo H; Takahashi-Nakazato A; Ogelman R; Iwasaki H; Koike M; Kwon H B; Ishii S; Oh W. C; Fukazawa Y; Okabe S
eNeuro, 27 Oct. 2020, Peer-reviewed
Signaling models for dopamine-dependent temporal contiguity in striatal synaptic plasticity
Spiking network simulation code for petascale computers
Susanne Kunkel; Maximilian Schmidt; Jochen M. Eppler; Hans E. Plesser; Gen Masumoto; Jun Igarashi; Shin Ishii; Tomoki Fukai; Abigail Morrison; Markus Diesmann; Moritz Helias
Frontiers in Neuroinformatics, 10 Oct. 2014
A critical time window for dopamine actions on the structural plasticity of dendritic spines
S. Yagishita; A. Hayashi-Takagi; G. C. R. Ellis-Davies; H. Urakubo; S. Ishii; H. Kasai
Science, 26 Sep. 2014
Decoding spatial attention by using cortical currents estimated from electroencephalography with near-infrared spectroscopy prior information
A State-Space Modeling Approach for Localization of Focal Current Sources From MEG
M. Fukushima; O. Yamashita; A. Kanemura; S. Ishii; M. Kawato; M. Sato
IEEE Transactions on Biomedical Engineering, Jun. 2012
<大学の研究・動向>確率的画像処理と生命・知性のモデル
石井 信; 大羽 成征; 前田 新一
Cue : 京都大学電気関係教室技術情報誌, Mar. 2012
A unified framework of binary classifiers ensemble for multi-class classification
Takashi Takenouchi; Shin Ishii
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2012, Peer-reviewed
Multi-Cellular Logistics of Collective Cell Migration
Masataka Yamao; Honda Naoki; Shin Ishii
PLoS ONE, 21 Dec. 2011
High‐Speed Multineuron Calcium Imaging Using Nipkow‐Type Confocal Microscopy
Novel risk stratification of patients with neuroblastoma by genomic signature, which is independent of molecular signature
N Tomioka; S Oba; M Ohira; A Misra; J Fridlyand; S Ishii; Y Nakamura; E Isogai; T Hirata; Y Yoshida; S Todo; Y Kaneko; D G Albertson; D Pinkel; B G Feuerstein; A Nakagawara
Oncogene, Jan. 2008
Model-Based Reinforcement Learning for Partially Observable Games with Sampling-Based State Estimation
Hajime Fujita; Shin Ishii
Neural Computation, Nov. 2007
Markov and Semi-Markov Switching of Source Appearances for Nonstationary Independent Component Analysis
Jun-ichiro Hirayama; Shin-ichi Maeda; Shin Ishii
IEEE Transactions on Neural Networks, Sep. 2007
Reinforcement learning for a biped robot based on a CPG-actor-critic method
Proceedings of the ECCV Workshop on Statistical Methods in Multi-Image and Video Processing, 2006, Peer-reviewed
Development of learning support system for piano-keying - relationship between the activity of finger muscles and key release velocities of an expert -
Tamei, T; Shibata, T; Ishii, S
Proceedings of the 11th international symposium on Artificial Life and Robotics, 2006, Peer-reviewed
Prediction of the aperiodic time series of a visual target by humans
Shikauchi, M; Ishii, S; Shibata, T
Proceedings of the 11th international symposium on Artificial Life and Robotics, 2006, Peer-reviewed
Reinforcement learning of switching multiple controllers to control a real robot
Tokita, Y; Nakamura, Y; Yoshimoto, J; Ishii, S
Proceedings of the 11th international symposium on Artificial Life and Robotics, 2006, Peer-reviewed
A Bayesian approach to blind source separation with variable number of sources
Hirayama, J; Maeda, S; Ishii, S
Proceedings of the 11th international symposium on Artificial Life and Robotics, 2006, Peer-reviewed
Natural policy gradient reinforcement learning method for a looper-like robot
Nakamura, Y; Mori, T; Ishii, S
Proceedings of the 11th international symposium on Artificial Life and Robotics, 2006, Peer-reviewed
Model-based reinforcement learning for large-scale multi-agent games with sampling-based state estimation
Fujita, H; Ishii, S
Proceedings of the 11th international symposium on Artificial Life and Robotics, 2006, Peer-reviewed
IEICE technical report. Neurocomputing, 12 Mar. 2004
A Solving Method for Markov Decision Processes by Minimizing Variational Free Energy
YOSHIMOTO Junichiro; ISHII Shin
IEICE technical report. Neurocomputing, 12 Mar. 2004
遺伝子発現データに対するクラスタの有意性検定(文字とドキュメントの認識・理解))
川瀬 奈都子; 大羽 成征; 石井 信
電子情報通信学会技術研究報告. PRMU, パターン認識・メディア理解, 13 Feb. 2004
強化学習の脳内機構と情動による制御
吉田和子; 石井信
心理学評論, 2004
Acrobot control by learning the switching of multiple controllers
Nishimura, M; Yoshimoto, J; Ishii, S
Proceedings of the Ninth International Symposium on Artificial Life and Robotics, 2004
Switching particle filters for efficient real-time visual tracking
T Bando; T Shibata; K Doya; S Ishii
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, 2004, Peer-reviewed
Reinforcement learning for a snake-like robot controlled by a central pattern generator
S Fukunaga; Y Nakamura; K Aso; S Ishii
2004 IEEE CONFERENCE ON ROBOTICS, AUTOMATION AND MECHATRONICS, VOLS 1 AND 2, 2004, Peer-reviewed
Character string extraction from color documents using supervised learning
Ogura, T; Hasegawa, F; Oba, S; Miyazawa, T; Ishii, S
Proceedings of the 2004 International Symposium on Nonlinear Theory and its Applications, 2004, Peer-reviewed
Modeling gene expression dynamics based on a linear dynamical system model
Yukinawa, N; Yoshimoto, J; Oba, S; Ishii, S
Proceedings of the 2004 International Symposium on Nonlinear Theory and its Applications, 2004, Peer-reviewed
The role of short term depression for sustained neural activities in the prefrontal cortex: a simulation study
Igarashi, Y; Sakumura, Y; Ishii, S
Proceedings of the 2004 International Symposium on Nonlinear Theory and its Applications, 2004, Peer-reviewed
Reinforcement learning for a snake-like robot
Fukunaga, S; Nakamura, Y; Aso, K; Ishii, S
Proceedings of the 2004 International Symposium on Nonlinear Theory and its Applications, 2004, Peer-reviewed
An imaging study on human action selection using hierarchical rules
Funakoshi, H; Yoshida, W; Ishii, S
Proceedings of the 3rd International Conference on Development and Learning (ICDL), 2004, Peer-reviewed
A noisy nonlinear independent component analysis
S Ma; S Ishii
MACHINE LEARNING FOR SIGNAL PROCESSING XIV, 2004, Peer-reviewed
Natural policy gradient reinforcement learning for a CPG control of a biped robot
Y Nakamura; T Mori; S Ishii
PARALLEL PROBLEM SOLVING FROM NATURE - PPSN VIII, 2004, Peer-reviewed
Cortical representation learning regulated by acetylcholine
Hirayama, J; Yoshimoto, J; Ishii, S
Proceedings of the Brain Inspired Cognitive Systems, 2004, Peer-reviewed
Switching particle filters for efficient real-time visual tracking
T Bando; T Shibata; K Doya; S Ishii
PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, 2004, Peer-reviewed
A solving method for MDPs by minimizing variational free energy
J Yoshimoto; S Ishii
2004 IEEE INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-4, PROCEEDINGS, 2004, Peer-reviewed
Reinforcement learning for a CPG-driven biped robot
T Mori; Y Nakamura; M Sato; S Ishii
PROCEEDING OF THE NINETEENTH NATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE SIXTEENTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2004, Peer-reviewed
A reinforcement learning scheme for a multi-agent card game with Monte Carlo state estimation
Fujita, H; Ishii, S
Proceedings of the International Conference on Computational Intelligence for Modelling Control and Automation, 2004, Peer-reviewed
Application of multivariate autoregressive modeling for analyzing the interaction between EEG and EMG in humans
T Shibata; Y Suhara; T Oga; Y Ueki; T Mima; S Ishii
FRONTIERS IN HUMAN BRAIN TOPOGRAPHY, 2004, Peer-reviewed
Optimization of product code
Maeda, S; Ishii, S
Proceedings of the WSEAS Transactions on Systems, 2004, Peer-reviewed
A probabilistic approach to identify environmental models of mobile robots
Kanemoto, K; Yoshimoto, J; Ishii, S
Proceedings of the 9th International Symposium on Artificial Life and Robotics, 2004, Peer-reviewed
IEICE technical report. Neurocomputing, 16 Mar. 2001
線形非定常力学系同定のためのオンラインEMアルゴリズム
岡 充; 大羽 成征; 石井 信
電子情報通信学会技術研究報告. NLP, 非線形問題, 10 Mar. 2001
変分法的オンラインベイズ学習による関数近似
石井信; 佐藤雅昭
電子情報通信学会技術研究報告. NC, ニューロコンピューティング, 01 Feb. 2001
Resonance of a stochastic spiking neuron mimicking the Hodgkin-Huxley model
Amemori, K.-I.; Ishii, S.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2001, Peer-reviewed
Gaussian process approach to stochastic spiking neurons with reset
Amemori, K.-I.; Ishii, S.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2001, Peer-reviewed
Unsupervised learning of temporal sequence coded by small interval differences
Amemori Kenichi; Ishii Shin
IEICE technical report. Neurocomputing, Jul. 1998
オンラインEMアルゴリズムによる動的な関数近似
石井信; 佐藤雅昭
電子情報通信学会技術研究報告. NLP, 非線形問題, 06 Feb. 1998
Unsupervised learning for sub-millisecond temporal coded sequence
Amemori, K; Ishii, S
Proceedings of the JCIS ’98, 1998, Peer-reviewed
Strategy acquisition for the game "Othello" based on reinforcement learning
T Yoshioka; S Ishii; M Ito
ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3, 1998, Peer-reviewed
Self-organizing network learning of sub-millisecond temporal coded information
K Amemori; S Ishii
ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3, 1998, Peer-reviewed
On-line EM algorithm for mixture of local experts
M Sato; S Ishii
ICONIP'98: THE FIFTH INTERNATIONAL CONFERENCE ON NEURAL INFORMATION PROCESSING JOINTLY WITH JNNS'98: THE 1998 ANNUAL CONFERENCE OF THE JAPANESE NEURAL NETWORK SOCIETY - PROCEEDINGS, VOLS 1-3, 1998, Peer-reviewed
Deterministic annealing and chaotic annealing in a neural approach to quadratic assignment problem
Ishii, S
Proceedings of the Methodologies for the Conception, Design and Application of Soft Computing, 1998, Peer-reviewed
On-line EM algorithm and reinforcement learning
Ishii, S; Sato, M
Proceedings of the ICANN 98, 1998, Peer-reviewed
On-line EM algorithm and reconstruction of chaotic dynamics
S Ishii; M Sato
NEURAL NETWORKS FOR SIGNAL PROCESSING VIII, 1998, Peer-reviewed
Chaotic optimization and linear transformation
Niitsuma, H; Ishii, S; Ito, M
Proceedings of the 1997 International Symposium on Nonlinear Theory and Its Applications, 1997, Peer-reviewed
Neural approaches to quadratic assignment problems
Ishii, S
Proceedings of the 2nd International Conference on Computational Intelligence and Neuroscience, 1997, Peer-reviewed
Parametrically coupled chaotic elements as associative memory
Ishii, S; Sato, M
Proceedings of the 1996 International Symposium on Nonlinear Theory and Its Applications, 1996, Peer-reviewed
Bifurcations in chaotic Potts spin
Ishii, S
第9回回路とシステム軽井沢ワークショップ, 1996, Peer-reviewed
巡回セールスマン問題における解の分岐
石井信; 佐藤雅昭
電子情報通信学会技術研究報告. NC, ニューロコンピューティング, 30 Jun. 1995
Doubly constrained network model for combinatorial optimization problems
Ishii, S; Sato, M
Proceedings of the 1995 International Symposium on Nonlinear Theory and Its Applications, 1995, Peer-reviewed
Chaotic Potts spin
S Ishii
1995 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS PROCEEDINGS, VOLS 1-6, 1995, Peer-reviewed, Invited
An approach for reducing spurious memories using globally coupled map
Ishii, S; Fukumizu, K; Watanabe, S
Proceedings of the 3rd International Conference on Fuzzy Logic, Neural Nets and Soft Computing, 1994, Peer-reviewed, Invited
A globally coupled map model for information processing
Ishii, S; Fukumizu, K; Watanabe, S
Proceedings of the 1993 International Symposium on Nonlinear Theory and Its Applications, 1993, Peer-reviewed
Associative memory using spatiotemporal chaos
S ISHII; K FUKUMIZU; S WATANABE
IJCNN '93-NAGOYA : PROCEEDINGS OF 1993 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1-3, 1993, Peer-reviewed
A fuzzy semantic network and its use for dealing with incomplete semantic description
Ishii, S
Proceedings of the 2nd International Conference on Fuzzy Logic and Neural Networks, 1992, Peer-reviewed
A robust Japanese parser with a sleep-awake mechanism
Ishii, S
Proceedings of the Natual Language Processing Pacific Rim Symposium, 1991, Peer-reviewed
Presentations
大脳基底核の機能モデルと人工知能
石井 信
第 37 回京都内科神経懇話会, Feb. 2020, Invited
計測と情報科学の融合による新しいサイエンスの展望
石井 信
SPRUC 第 1 回 BLs アップグレード検討ワークショップ, Mar. 2019, Invited
Artificial intelligence methods for identification of large-scale brain structures
Ishii, S
International Symposium of Brain/MINDS, Jan. 2019, Invited
Decoding the scene prediction and its confidence during maze exploration
Katayama, R; Yoshida, W; Ishii, S
第 19 回脳と心のメカニズム冬のワークショップ, Jan. 2019
人工知能による神経系ビッグデータ処理
石井 信
次世代脳プロジェクト冬のシンポジウム, 12 Dec. 2018
Deep Q-network regu- larized by adversarial examples
Sasaki, W; Yasui, Y; Nakanishi, K; Ishii, S
The 28th Annual Conference of the Joanapese Neural Network Society, Oct. 2018
Machine learning-based methods for large-scale neural imaging data.
Ishii,S
International Symposium on Brain Information Dynamics, 25 Mar. 2018, Invited
Artificial intelligence and neuroinformatics
Ishii,S
Advances in Neuroinformatics 2017, 20 Nov. 2017, Invited
「人工知能」のできること、できないこと
石井 信
飛翔祭シンポジウム「人工知能には何ができないか」, 11 Nov. 2017, Invited
脳イメージングデータ解析のAIの応用と脳機能から学ぶAIの開発
石井 信
第一回ヒト脳イメージング研究会, Sep. 2017, Invited
Artificial Intelligence and Connectomics
Ishii,S
Neuroscience 2017(Makuhari), Sep. 2017, Invited
Bayesian probabilistic modeling and its applocations
Kickoff Symposium: Research and Educaion Platform for Innovative Research on Dynamic Living Systems Based on Multi-dimensional Quantitative Imaging and Mathematical Modeling, May 2013
ネットワーク型ブレイン・マシン・インターフェースと一般生活環境への応用可能性
石井信
第28回低消費電力・高速LSI 技術懇談会, Mar. 2013, Invited
Network-based BMI: toward brain machine interface in real environments
Ishii, S
IPAM workshop on Multimodal Neuroimaging, Mar. 2013, Invited