2024 or later
Don Pietro Saldajeno, Shinpei Kawaoka, Norikazu Masuda, Sunao Tanaka, Hiroko Bando, Tomomi Nishimura, Takayuki Kadoya, Takashi Yamanaka, Shigeru Imoto, Ravindranath M. Velaga, Nobuko Tamura, Tomoyuki Aruga, Kazushi Ikeda, Yukiko Fukui, Yurina Maeshima, Masahiro Takada, Eiji Suzuki, Takayuki Ueno, Seishi Ogawa, Hironori Haga, Shinji Ohno, Satoshi Morita, Kosuke Kawaguchi, Masakazu Toi: Time-series blood cytokine profiles correlate with treatment responses in triple-negative breast cancer patients, British Journal of Cancer, in press.
2023
Chie Hieida, Tomoaki Yamamoto, Takatomi Kubo, Junichiro Yoshimoto, Kazushi Ikeda: Negative emotion recognition using multimodal physiological signals for advanced driving automation systems, Artificial Life and Robotics, in press.
Thanaree Treepetchkul, Ronnakorn Siwadamrongpong, Renzo Roel P. Tan, Hironari Takehara, Makito Haruta, Hiroyuki Tashiro, Kiyotaka Sasagawa, Jun Ohta: A dual-mode miniature wireless system for lensless CMOS-based bioimaging devices, Japanese Journal of Applied Physics, 62, SC1037.
Adline Bikeri, Kazushi Ikeda: A Hawkes model approach to modeling price spikes in the Japanese electricity market, Energies, 16, 1570.
Riza Rae Pineda, Takatomi Kubo, Masaki Shimada, Kazushi Ikeda: Deep MAnTra: Deep learning-based multi-animal tracking for Japanese macaques, Artificial Life and Robotics, 28/1, 127-138.
2022
Kiri Kuroda, Yukiko Ogura, Akitoshi Ogawa, Tomoya Tamei, Kazushi Ikeda, Tatsuya Kameda: Behavioral and neuro-cognitive bases for emergence of norms and socially shared realities via dynamic interaction, Communications Biology, 5, 1379.
Diki Purnawati, Paul Rossener Regonia, Juan Paolo Bermundo, Kazushi Ikeda, Yukiharu Uraoka: Machine-learned Fermi level prediction of solution processed Ultra-wide bandgap amorphous Gallium Oxide (a-Ga2Ox), ACS Applied Electronic Materials, 4, 5838-5846.
Paul Rossener Regonia, Joshua Philippe Olorocisimo, Florencio De los Reyes, Kazushi Ikeda, Christian Mark Pelicano: Machine learning-enabled nanosafety assessment of multi-metallic alloy nanoparticles modified TiO2 system, NanoImpact, 28, 100442.
Daiki Kansaku, Nobuhiro Kawase, Naoki Fujiwara, Faizan Khan, Arockiyasamy Periyanayaga Kristy, Kuruvankatil Dharmajan Nisha, Toshitaka Yamakawa, Kazushi Ikeda, Yasuhiro Hayakawa, Keiji Murakami, Masaru Shimomura, Hiroya Ikeda: Output power characteristics of flexible thermoelectric power generators, IEICE Transactions on Electronics, E105-C/10, 639-642.
Soki Marumoto, Takatomi Kubo, Makoto Tada, Kazushi Ikeda: Defecation prediction system using bowel sound, IPSJ Transactions on Bioinformatics, 15, 17-21.
Kazunori Ohno, Koutaro Sato, Ryunosuke Hamada, Takatomi Kubo, Kazushi Ikeda, Miho Nagasawa, Takefumi Kikusui, Sandeep Kumar Nayak, Shotaro Kojima, Satoshi Tadokoro: Electrocardiography measurement and emotion estimation of working dogs, Robotics and Automation Letters, 7/2, 4047-4054.
Renzo Roel P. Tan, Kyle Stephen S. See, Kazushi Ikeda, Jun Kawahara, Richard M. de Jesus, Lessandro Estelito O. Garciano, Agnes D. Garciano: The relative isolation probability of a vertex in a multiple-source edge-weighted graph, Engineering Letters, 10/1, 117-130.
Aldrich Ellis C. Asuncion, Renzo Roel P. Tan, Christian Paul O. Chan Shio, Kazushi Ikeda: Recursive linear bounds for the vertex Chromatic number of the pancake graph, International Journal of Applied Mathematics, 52/1, 71-80.
Takeshi D. Itoh, Takatomi Kubo, Kazushi Ikeda: Multi-level attention pooling for graph neural networks: Unifying graph representations with multiple localities, Neural Networks, 145, 356-373.
2021
Paul Rossener Regonia, Masahiro Takamura, Takashi Nakano, Naho Ichikawa, Alan Fermin, Go Okada, Yasumasa Okamoto, Shigeto Yamawaki, Kazushi Ikeda, Junichiro Yoshimoto: Modeling heterogeneous brain dynamics of depression and melancholia using energy landscape analysis, Frontiers in Psychiatry, 12, 780997.
Periyanayaga Kristy Arockiyasamy; Nobuhiro Kawase; Navaneethan Mani; Nisha Kuruvankatil Dharmajan; Toshitaka Yamakawa; Kazushi Ikeda; Masaru Shimomura; Yasuhiro Hayakawa; Hiroya Ikeda: Effect of capping agent for synthesis of ZnO nanostructures on carbon fabrics for thermopower production. J. Mater Sci: Mater Electron, doi.org/10.1007/s10854-021-07295-2
Maria Pope, Makoto Fukushima, Richard F. Betzel, Olaf Sporns: Modular origins of high-amplitude cofluctuations in fine-scale functional connectivity dynamics, Proceedings of the National Academy of Sciences of the United States of America, 118, e2109380118.
Taiki Oka, Takatomi Kubo, Nao Kobayashi, Fumiya Nakai, Yuka Miyake, Toshitaka Hamamura, Masaru Honjo, Hiroyuki Toda, Shuken Boku, Tetsufumi Kanazawa, Masanori Nagamine, Aurelio Cortese, Minoru Takebayashi, Mitsuo Kawato, Toshinori Chiba: Multiple time measurements of multidimensional psychiatric states from immediately before the COVID-19 pandemic to one year later: a longitudinal online survey of the Japanese population, Translational Psychiatry, 11, 573.
Keita Suzuki, Okito Yamashita: MEG current source reconstruction using a meta-analysis fMRI prior, NeuroImage, 236, 118034.
Tomoki Tokuda, Okito Yamashita, Yuki Sakai, Junichiro Yoshimoto: Clustering of multiple psychiatric disorders using functional connectivity in the data-driven brain subnetwork, Frontiers in Psychiatry, 12, 683280.
Takanori Matsubara, Takayuki Yanagida, Noriaki Kawaguchi, Takashi Nakano, Junichiro Yoshimoto, Maiko Sezaki, Hitoshi Takizawa, Satoshi P. Tsunoda, Shin-ichiro Horigane, Shuhei Ueda, Sayaka Takemoto-Kimura, Hideki Kandori, Akihiro Yamanaka, Takayuki Yamashita: Remote control of neural function by X-ray-induced scintillation, Nature Communications, 12, 4478.
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, 269-287.
2020
Yoshiharu Ikutani, Takatomi Kubo, Satoshi Nishida, Hideaki Hata, Kenichi Matsumoto, Kazushi Ikeda, Shinji Nishimoto: Expert programmers have fine-tuned cortical representations of source code, eNeuro, 10.1523/ENEURO.0405-20.2020
上田江里子, 久保孝富, 村重哲史, 永澤美保, 池田和司, 瀧本-猪瀬彩加: ウマ (Equus Caballus) とヒトにおける歩行同期の実証的研究, 動物心理学研究, 70, 27-39.
Makoto Fukushima, Olaf Sporns: Structural determinants of dynamic fluctuations between segregation and integration on the human connectome, Communications Biology, 3, 606.
Jeric Cruz Briones, Takatomi Kubo, Kazushi Ikeda, Extraction of hierarchical behavior patterns using a non-parametric Bayesian approach, Frontiers in Computer Science, section Digital Public Health, 2, 546917.
Clark Kendrick Go, Monamie Ringhofer, Bryan Lao, Takatomi Kubo, Shinya Yamamoto, Kazushi Ikeda: A mathematical model of herding in horse-harem group, Journal of Ethology, 38, 343-353.
村山未来, 永澤美保, 片山真希, 池田 和司, 久保 孝富, 山川俊貴, 藤原幸一, 菊水健史: 心拍変動を用いた運動中のイヌの情動評価の試み, 動物心理学研究, 70, 15-18.
Renzo Roel P. Tan, Jun Kawahara, Kazushi Ikeda, Agnes D. Garciano, Kyle Stephan S. See: Concerning a decision-diagram-based solution to the generalized directed rural postman problem, IAENG International Journal of Computer Science, 47, 302-309.
Paul Rossener Regonia, Atsushi Ishizumi, Christian Mark Pelicano, Hisao Yanagi, Kazushi Ikeda, Ryosuke Tani: Predicting the band gap of ZnO quantum dots via supervised machine learning models, Optik – International Journal for Light and Electron Optics, 207, 164469.
Yasutaka Furusho, Kazushi Ikeda: Theoretical analysis of skip connections and batch normalization from generalization and optimization perspectives, APSIPA Transactions on Signal and Information Processing, 9, e9.
Hidenori Endo, Nobuo Hiroe, Okito Yamashita: Evaluation of resting spatio-temporal dynamics of a neural mass model using resting fMRI connectivity and EEG microstates, Frontiers in Computational Neuroscience, doi.org/10.3389/fncom.2019.00091
Bryan Lao, Tomoya Tamei, Kazushi Ikeda: Data-efficient framework for personalized physiotherapy feedback, Frontiers in Computer Science, section Digital Public Health, 2, 3.
Kirsten Hilger, Makoto Fukushima, Olaf Sporns, Christian J. Fiebach: Temporal stability of functional brain modules associated with human intelligence, Human Brain Mapping, 41, 362-372.
Monamie Ringhofer, Clark Kendrick Go, Sota Inoue, Renata S. Mendonca, Satoshi Hirata, Takatomi Kubo, Kazushi Ikeda, Shinya Yamamoto: Mechanisms maintaining cohesiveness of harem groups in horses: male herding and female reactions, Journal of Ethology, 38, 71-77.
Atsuo Yoshino, Yasumasa Okamoto, Yuki Sumiya, Go Okada, Masahiro Takamura, Naho Ichikawa, Takashi Nakano, Chiyo Shibasaki, Hidenori Aizawa, Yosuke Yamawaki, Kyoko Kawakami, Satoshi Yokoyama, Junichiro Yoshimoto, Shigeto Yamawaki: Importance of the habenula for avoidance learning including contextual cues in the human brain: A preliminary fMRI study, Frontiers in Human Neuroscience.
Takashi Nakano, Masahiro Takamura, Naho Ichikawa, Go Okada, Yasumasa Okamoto, Makiko Yamada, Tetsuya Suhara, Shigeto Yamawaki, Junichiro Yoshimoto: Enhancing multi-center generalization of machine learning-based depression diagnosis from resting-state fMRI, Frontiers in Psychiatry.
Tetsuya Yamamoto, Chigusa Uchiumi, Naho Suzuki, Junichiro Yoshimoto, Eric Murillo-Rodriguez: The Psychological Impact of 'Mild Lockdown' in Japan during the COVID-19 Pandemic: A Nationwide Survey under a Declared State of Emergency, International journal of environmental research and public health, 17, 24.
Daiki Setoyama, Atsuo Yoshino, Masahiro Takamura, Go Okada, Masaaki Iwata, Kyohei Tsunetomi, Masahiro Ohgidani, Nobuki Kuwano, Junichiro Yoshimoto, Yasumasa Okamoto, Shigeto Yamawaki, Shigenobu Kanba, Dongchon Kang, Takahiro A. Kato: Personality classification enhances blood metabolome analysis and biotyping for major depressive disorders: two-species investigation. Journal of Affective Disorders.
2019
Nishanth Koganti, Tomohiro Shibata, Tomoya Tamei, Kazushi Ikeda: Data-Efficient Learning of Robotic Clothing Assistance Using Bayesian Gaussian Process Latent Variable Model, Advanced Robotics, 33, 800-814.
Xinjian Zhang, Taku Nagai, Rijwan Uddin Ahammad, Keisuke Kuroda, Shinichi Nakamuta, Takashi Nakano, Naoto Yukinawa, Yasuhiro Funahashi, Yukie Yamahashi, Mutsuki Amano, Junichiro Yoshimoto, Kiyofumi Yamada, Kozo Kaibuchi: Balance between dopamine and adenosine signals regulates the PKA/Rap1 pathway in striatal medium spiny neurons, Neurochemistry International, 122, 8-18.
Matthew Holland, Kazushi Ikeda: Efficient Learning with Robust Gradient Descent, Machine Learning Journal, 108, 1523-1560.
Maki Katayama, Takatomi Kubo, Toshitaka Yamakawa, Koichi Fujiwara, Kensaku Nomoto, Kazushi Ikeda, Kazutaka Mogi, Miho Nagasawa, Takefumi Kikusui: Emotional contagion from humans to dogs is facilitated by duration of ownership and dogs' gaze toward their owners, Frontiers in Psychology, 10, 1678.
Qi Zhang, Hiroaki Sasaki, Kazushi Ikeda: Direct Log-Density Gradient Estimation with Gaussian Mixture Models and Its Application to Clustering, IEICE Transactions on Information and Systems, E102-D/6, 1154-1162.
2018
Kantaro Shimomura, Kazushi Ikeda: Learning Coefficient of Estimation of Covariance Matrices, APSIPA Transactions on Signal and Information Processing, 7, e18.
Stefano Zucca, Aya Zucca, Takashi Nakano, Sho Aoki, Jeff Wickens: Pauses in Cholinergic Interneuron Firing Exert an Inhibitory Control on Striatal Output in Vivo, eLife, 7, e32510.
Ildefons Magrans de Abrila, Junichiro Yoshimoto, Kenji Doya: Connectivity Inference from Neural Recording Data: Challenges, Mathematical Bases and Research Directions, Neural Networks, 102, 120–137.
Tomoki Tokuda, Junichiro Yoshimoto, Yu Shimizu, Go Okada, Masahiro Takamura, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya: Identification of depression subtypes and relevant brain regions using a data-driven approach. Scientific Reports, 8, 14082. (Selected as Journal Top 100 and Top 100 Neuroscience papers of Scientific Reports in 2018)
Hiroaki Sasaki, Takafumi Kanamori, Aapo Hyvärinen, Gang Niu and Masashi Sugiyama: Mode-Seeking Clustering and Density Ridge Estimation via Direct Estimation of Density-Derivative-Ratios, Journal of Machine Learning Research, in press.
Tatsuya Yamada, Makoto Nishiyama, Shigeyuki Oba, Henri Claver Jimbo, Kazushi Ikeda, Shin Ishii, Kyonsoo Hong, Yuichi Sakumura: Computational Methods for Estimating Molecular System from Membrane Potential Recordings in Nerve Growth Cone, Scientific Reports, 8, 4559.
Tomohiro Yoshizawa, Makoto Ito, Kenji Doya: Reward-Predictive Neural Activities in Striatal Striosome Compartments, eNeuro, 5, e0367-17.
Kazushi Ikeda, Arata Honda, Hiroaki Hanzawa, Seiji Miyoshi: Non-Monotonic Convergence of Online Learning Algorithms for Perceptrons with Noisy Teacher, Neural Networks, 102, 21-26.
Lei Zhu, Kazushi Ikeda, Shaoning Pang, Tao Ban, Abdolhossein Sarrahfzadeh: Merging Weighted SVMs for Parallel Incremental Learning, Neural Networks, 100, 25-38.
Hiroaki Sasaki, Voot Tangkaratt, Gang Niu and Masashi Sugiyama: Sufficient Dimension Reduction via Direct Estimation of the Gradients of Logarithmic Conditional Densities, Neural Computation, 30, 477-504.
2017
Jaymar Soriano, Takatomi Kubo, Takao Inoue, Hiroyuki Kida, Toshitaka Yamakawa, Michiyasu Suzuki, Kazushi Ikeda: Q10 Factor in a Neural Mass Model of Epileptic Discharges Explains Heterogeneous Response of Experimental Epilepsy to Focal Brain Cooling, PLoS Computational Biology, 13, e1005736.
Matthew Holland, Kazushi Ikeda: Robust Regression Using Biased Objectives, Machine Learning Journal, 106, 1643-1679.
Hiroaki Sasaki, Michael U. Gutmann, Hayaru Shouno and Aapo Hyvärinen: Simultaneous Estimation of Non-Gaussian Components and their Correlation Structure, Neural Computation, in press.
Voot Tangkaratt, Hiroaki Sasaki, and Masashi Sugiyama: Direct Estimation of the Derivative of Quadratic Mutual Information with Application in Supervised Dimension Reduction, Neural Computation, 29, 2076-2122.
Nishanth Koganti, Tomoya Tamei, Kazushi Ikeda, Tomohiro Shibata: Bayesian Nonparametric Learning of Cloth Models for Robotic Clothing Assistance, IEEE Transactions on Robotics, 33, 916-931.
Yasutaka Furusho, Takatomi Kubo, Kazushi Ikeda: Roles of Pre-Training in Deep Neural Networks from Information Theoretical Perspective, Neurocomputing, 248, 76-19.
Tomoki Tokuda, Junichiro Yoshimoto, Yu Shimizu, Go Okada, Masahiro Takamura, Yasumasa Okamoto, Shigeto Yamazaki, Kenji Doya: Multiple co-clustering based on nonparametric mixture models with heterogeneous marginal distributions. PLOS ONE, 12(10), e0186566.
Kosuke Yoshida, Yu Shimizu, Junichiro Yoshimoto, Masahiro Takamura, Go Okada, Yasumasa Okamoto, Shigeto Yamazaki, Kenji Doya: Prediction of clinical depression scores and detection of changes in whole-brain using resting-state functional MRI data with partial least squares regression. PLOS ONE, 12(7), e0179638.
Kosuke Yoshida, Junichiro Yoshimoto, Kenji Doya: Sparse kernel canonical correlation analysis for discovery of nonlinear interactions in high-dimensional data. BMC Bioinformatics, 18(1), 108.
2016
Ryunosuke Hamada, Takatomi Kubo, Kazushi Ikeda, Zujie Zhang, Tomohiro Shibata, Takashi Bando, Kentarou Hitomi, Masumi Egawa: Modeling and Prediction of Driving Behaviors Using a Nonparametric Bayesian Method with AR Models, IEEE Transactions on Intelligent Vehicles, 1, 131-138.
Satoshi Kozawa, Takashi Akanuma, Tetsuo Sato, Yasuomi D. Sato, Kazushi Ikeda, Thomas N. Sato: Real-Time Prediction of Cell Division Timing in Developing Zebrafish Embryo, Scientific Reports, 6, 32962.
Alan S. R. Fermin, Takehiko Yoshida, Junichiro Yoshimoto, Makoto Ito, Saori C. Tanaka, Kenji Doya: Model-Based Action Planning Involves Cortico-Cerebellar and Basal Ganglia Networks, Scientific Reports, 6, 31378.
Taku Nagai, Junichiro Yoshimoto, Takayuki Kannon, Keisuke Kuroda, Kozo Kaibuchi: Phosphorylation signals in striatal medium spiny neurons. Trends in Pharmacological Sciences, 37(10), 858–871.
Maki Katayama, Takatomi Kubo, Kazutaka Mogi, Kazushi Ikeda, Miho Nagasawa, Takefumi Kikusui: Heart Rate Variability Predicts the Emotional State in Dogs, Behavioural Processes, 128, 108-112.
Ikko Yamane, Hiroaki Sasaki, Masashi Sugiyama: Regularized Multitask Learning for Multidimensional Log-Density Gradient Estimation, Neural Computation, 28/7, 1388-1410.
Hiroaki Sasaki, Yung-Kyun Noh, Gang Niu, Masashi Sugiyama: Direct Density Derivative Estimation, Neural Computation, 28/6, 1101-1140.
Matthew Holland, Kazushi Ikeda: Minimum Proper Loss Estimators for Parametric Models, IEEE Transactions on Signal Processing, 64/3, 704-713.
Shigeyuki Oba, Ken Nakae, Yuji Ikegaya, Shunsuke Aki, Junichiro Yoshimoto, Shin Ishii: Empirical Bayesian significance measure of neuronal spike response. BMC Neuroscience, 17(1), 27.
Taku Nagai, Shinichi Nakamuta, Keisuke Kuroda, Sakura Nakauchi, Tomoki Nishioka, Tetsuya Takano, Xinjian Zhang, Daisuke Tsuboi, Yasuhiro Funahashi, Takashi Nakano, Junichiro Yoshimoto, Kenta Kobayashi, Motokazu Uchigashima, Masahiko Watanabe, Masami Miura, Akinori Nishi, Kazuto Kobayashi, Kiyofumi Yamada, Mutsuki Amano and Kozo Kaibuch: Phosphoproteomics of the Dopamine Pathway Enables Discovery of Rap1 Activation as a Reward Signal In Vivo, Neuron, 89/3, 550-565.
2015
Tomoya Tamei, Yasuyuki Orito, Hiroyuki Funaya, Kazushi Ikeda, Yohei Okada, Tomohiro Shibata, Kinect-Based Posturography for In-Home Rehabilitation of Balance Disorder, APSIPA Transactions on Signal and Information Processing, 4, e17.
Takuya Konishi, Takatomi Kubo, Kazuho Watanabe, Kazushi Ikeda: Variational Bayesian Inference Algorithms for Infinite Relational Model of Network Data, IEEE Trans. Neural Networks and Learning Systems, 26/9, 2176-2181.
Yusuke Kubo, Kentarou Baba, Michinori Toriyama, Tadao Sugiura, Satoshi Kozawa, Kazushi Ikeda, Naoyuki Inagaki, Shooting 1-Cortactin Interaction Mediates Signal-Force Transduction for Axon Outgrowth, Journal of Cell Biology, 210/4, 663-676.
Hiroko Katsuno, Michinori Toriyama, Yoichiroh Hosokawa, Kensaku Mizuno, Kazushi Ikeda, Yuichi Sakumura, Naoyuki Inagaki, Actin Migration Driven by Directional Assembly and Disassembly of Membrane Anchored Actin Filaments, Cell Reports, 12/4, 648-660.
Atsushi Miyamoto, Kazuho Watanabe, Kazushi Ikeda, Masa-aki Sato: Variational Inference with ARD Prior for NIRS Diffuse Optical Tomography, IEEE Trans. Neural Networks and Learning Systems, 26/5, 1109-1114.
Satoshi Kozawa, Yuichi Sakumura, Michinori Toriyama, Naoyuki Inagaki,Kazushi Ikeda: Bayesian Cell Force Estimation Considering Force Directions, Neural Processing Letters, 41/2, 191-200.
Naoko Koide, Satoshi Nishida, Takatomi Kubo, Tomohiro Shibata, Kazushi Ikeda, Stimulus-Driven Factor in Abstract-Painting Viewing as an Art Speciality, PLoS ONE, 10/2, e0117696.
Takamitsu Araki, Kazushi Ikeda, Shotaro Akaho: An Efficient Sampling Algorithm with Adaptations for Bayesian Variable Selection, Neural Networks,61/1, 22-31.
Matthew Holland, Kazushi Ikeda: A Probabilistic Forecasting Approach to Wind Turbine Control SICE Journal of Control, Measurement, and System Integration, 8/1, 61-66.
Yuki Maruno, Kenta Cho, Kazushi Ikeda: Energy-Efficient User-State Recognition Method Using Wavelet Transform and Singular Value Decomposition, SICE Journal of Control, Measurement, and System Integration, 8/1, 86-92.
2014
岡田洋平,喜多頼広,中村潤二,柴田智広,船谷浩之,折戸靖幸,爲井智也,池田和司,和田佳郎,形岡博史,上野聡,冷水誠,森岡周,庄本康治: 前屈姿勢と側屈姿勢を合併したパーキンソン病患者に対する直流前庭電気刺激ー電極極性が効果に与える影響の検討ー, 24/2.
Yohei Okada, Tomohiro Shibata, Tomoya Tamei, Yasuyuki Orito, Hiroyuki Funaya, Chihiro Obayashi, Kazushi Ikeda, Makoto Hiyamizu, Shu Morioka: In-home Posture Evaluation and Visual Feedback Training to Improve Posture with a Kinect-Based System in Parkinson’s Disease: A Case Study, Journal of Novel Physiotherapies, 4, 5, 1000232.
Takatomi Kubo, Masaki Yoshida, Takumu Hattori, Kazushi Ikeda: Towards Excluding Redundancy in Electrode Grid for Automatic Speech Recognition Based on Surface EMG, Neurocomputing, in press.
Shigeyuki Ikeda, Tomohiro Shibata, Naoki Nakano, Rieko Okada, Naohiro Tsuyuguchi, Kazushi Ikeda, Amami Kato: Neural Decoding of Vowels during Covert Articulation using Electrocorticography, Frontiers in Human Neuroscience, 8, 125.
Satoshi Nishida, Tomohiro Shibata, Kazushi Ikeda: Object-based Selection Modulates Top-down Attentional Shifts, Frontiers in Human Neuroscience, 8, 90.
Chihiro Obayashi, Tomoya Tamei, Tomohiro Shibata: Assist-as-needed Robotic Trainer Based on Reinforcement Learning and Its Application to Dart-throwing, Neural Networks, 53, 52-60.
Mauricio Burdelis, Kazushi Ikeda: Estimating Passive Dynamics Distributions and State Costs in Linearly Solvable Markov Decision Processes during Z Learning Execution, SICE Journal of Control, Measurement, and System Integration, 7/1, 48-54.
2013
T Matsuo, K Kawasaki, K Kawai, K Majima, H Masuda, H Murakami, N Kunii, Y Kamitani, S Kameyama, N Saito, I Hasegawa: Alternating Zones Selective to Faces and Written Words in the Human Ventral Occipitotemporal Cortex, Cerebral Cortex, in press.
Ken Kinjo, Eiichi Uchibe, Kenji Doya: Evaluation of Linearly Solvable Markov Decision Process with Dynamic Model Learning in a Mobile Robot Navigation Task, Frontiers in Neurorobotics, 7/7, 10.3389/fnbot.2013.00007.
Takamitsu Araki, Kazushi Ikeda: Adaptive Markov Chain Monte Carlo for Auxiliary Variable Method and Its Application to Parallel Tempering, Neural Networks, 43, 33-40.
2012
池内 亮太, 池田 和司: スペクトルのシフト不変性と音響経路の周波数特性推定に基づく音楽音響信号の音高・発音時刻推定, 電子情報通信学会論文誌, J95-D/12,2124-2132.
久保 孝富, 戸田 智基, 吉田 正樹, 服部 託夢, 池田 和司: Low-dimensional Feature Representation for Instrument Identification, 生体医工学, 50, 38-46.
Satoshi Nishida, Tomohiro Tanaka, Tomohiro Shibata, Kazushi Ikeda, Tadashi Ogawa: Discharge-Rate Persistence of Baseline Activity during Fixation Reflects Maintenance of Memory-Period Activity in the Macaque Posterior Parietal Cortex, Cerebral Cortex, bht031.
Mizuki Ihara, Shin-ichi Maeda, Kazushi Ikeda and Shin Ishii: Low-dimensional Feature Representation for Instrument Identification, SICE Journal of Control, Measurement, and System Integration, 5/4, 249-.
Makoto Fukushima, Okito Yamashita, Atsunori Kanemura, Shin Ishii, Mitsuo Kawato, Masaaki Sato: A State-Space Modeling Approach for Localization of Focal Current Sources from MEG, IEEE Trans. on Biomedical Engineering, 59/6, 1561-1571.
Kohei Hayashi, Takashi Takenouchi, Tomohiro Shibata, Yuki Kamiya, Daishi Kato, Kazuo Kunieda, Keiji Yamada, Kazushi Ikeda: Exponential Family Tensor Factorization: An Online Extension and Applications, Knowledge and Information Systems, 33/1, 57-88.
Hiroyuki Funaya, Yoshihiko Nomura, Kazushi Ikeda: A support vector machine with forgetting factor and its statistical properties, Neural Networks, 24/3, 45-50.
2011
Takashi Takenouchi and Shin Ishii: Ternary Bradley-Terry model-based decoding for multi-class classification, Machine Learning, 85/3, 249-272.
池田,味間,井上,柴田,深谷,人見,坂東: 運転状況を推定し学習データを選択する適応的ブレーキ警報システムの開発, システム制御情報学会論文誌, 24/8, 193-199.
Takemasa Yamasaki, Kazushi Ikeda: Statistical Properties of Incremental SVMs Storing Support Vectors, SICE Journal of Control, Measurement, and System Integration, 4/1, 1-6.
Tomoya Tamei, Tomohiro Shibata: Fast Reinforcement Learning for Three-Dimensional Kinetic Human-Robot Cooperation with an EMG-to-activation model, Advanced Robotics, 25/5, 563-580.
2010
橋本 敬, 稲邑 哲也, 柴田 智広, 瀬名 秀明: 社会的知能発生学における構成論的シミュレーションの役割と SIGVerse の開発, 日本ロボット学会誌, 28/4, pp.39-44, 2010.
稲邑 哲也, 柴田 智広: 動作パターンとシンボルを相互変換する原始シンボル空間における動作パターンの内挿・外挿, 日本ロボット学会誌, 28/4, pp.144-153, 2010.
池田 聖, 和田 佳郎, 柴田 智広: 輻輳性眼球運動に基づく直線加速感評価のための複合現実環境の構築, 映像情報メディア学会誌, 64/2, 244-247.
Manabu Takeda, Kazushi Ikeda, Tetsuo Furukawa: Some Learning Properties of Modular Network SOMs, SICE Journal of Control, Measurement, and System Integration, 3/1, 1-5.
Toriyama M, Sakumura Y*, Shimada T, Ishii S, Inagaki N*, A Diffusion-based neurite length sensing mechanism involved in neuronal symmetry-breaking, Molecular Systems Biology, 6:394, 2010. (*corresponding authors)
2009
Izumi Kita, Tomohiro Shibata, Y. Kamiya, D. Kato, K. Kunieda, K. Yamada, Kazushi Ikeda: Group Feature Extraction Based on Matrix Factorization from Long-Range Office-Logging Data, Artificial Life and Robotics, 14/3, 375-378.
Satoshi Nishida, Tomohiro Shibata, Kazushi Ikeda: Prediction of Human Eye Movements in Facial Discrimination Tasks, Artificial Life and Robotics, 14/3, 348-351.
Kazuho Watanabe, Hiroyuki Tanaka, Keiji Miura, Masato Okada: Transfer Matrix Method for Instantaneous Spike Rate Estimation, IEICE Trans. on Information and Systems, E91-D/7 (2009), 1362-1368.
Takashi Takenouchi, Shin Ishii: A Multi-Class Classification Method Based on Decoding of Binary Classifiers, Neural Computation, 21/7 (2009), 2049-2081.
I. Suzuki, T Takenouchi, M. Ohira, S. Oba, S. Ishii: Robust Model Selection for Classification of Microarrays, Cancer Informatics, 7, 123-139.
Naomi Yano, Tomohiro Shibata, Shin Ishii: Adaptive Particle Allocation for Multifocal Visual Attention based on Particle Filtering, Artificial Life and Robotics, 13/2, 522-555.
Mizuki Ihara, Shin-ichi Maeda, Shin Ishii: Solo Instrumental Music Analysis using the Source-Filter Model as a Sound Production Model Considering Temporal Dynamics, Neural Computing and Applications, 18/1, 3-14.
2008
Tomoya Tamei, Shin Ishii, Tomohiro Shibata: Virtual Force/Tactile Sensors for Interactive Machines Using User's Biological Signals, Advanced Robotics, 22/8, 893-911.
Takashi Takenouchi, Shinto Eguchi, Noboru Murata, Takafumi Kanamori: Robust Boosting Algorithm Against Mislabeling in Multiclass Problems, Neural Computation, 20/6, 1596-1630.
Megumi Kaneko, Kazunori Hayashi, Peter Popovski, Kazushi Ikeda, Hideaki Sakai, Ramjee Prasad: Amplify-and-Forward Cooperative Diversity Schemes for Multi-Carrier Systems, IEEE Trans. on Wireless Communications, 7/5, 1845-1850.
Manabu Shikauchi, Shin Ishii, Tomohiro Shibata: Prediction of Aperiodic Target Sequences by Saccades, Behavioural Brain Research, 189, 325-331.
Junichiro Hirayama, Masashi Nakatomi, Takashi Takenouchi, Shin Ishii: α-Bayesian Collaboration of Multiple Predictors and Its Application to Hybrid Recommendation and User Model Modeling, Neural Information Processing - Letters and Reviews, 12/1-3, 11-20.
S. Osaga, Junichiro Hirayama, Takashi Takenouchi, Shin Ishii: A Probabilistic Modeling of MOSAIC Learning, Artificial Life and Robotics, 12/1-2, 167-171.
K. Makino, Y. Nakamura, Tomohiro Shibata, Shin Ishii: Adaptive Control of a Looper-like Robot based on the CPG-Actor-Critic Method, Artificial Life and Robotics, 12/1-2, 129-132.