Taketo Omi and Toshiaki Omori,
"Simultaneously Estimating and Controlling Nonlinear Neuronal Dynamics Based on Sequential Monte Carlo Framework"
Nonlinear Theory and Its Applications, accepted for publication (2024)
Hirozo Nakano, Amitava Majumdar and Toshiaki Omori,
"Data-driven Estimation of Spatial Electrical Property of Multi-Compartment Models with Neuronal Morphology by Replica Exchange Monte Carlo Method"
Nonlinear Theory and Its Applications, accepted for publication (2024)
Toshiaki Omori, Shoi Suzuki, Katsuyoshi Michibayashi and Atsushi Okamoto,
"Super-resolution of X-ray CT Images of Rock Samples by Sparse Representation: Applications to the Complex Texture of Serpentinite"
Scientific Reports, Vol. 13, pp. 6648: 1-11(2023)
Hiroaki Inoue, Koji Hukushima and Toshiaki Omori,
"Estimating Distributions of Parameters in Nonlinear State Space Models with Replica Exchange Particle Marginal Metropolis-Hastings Method"
Entropy, Vol. 24, No. 1, pp. 115: 1-20 (2022)
Ryosuke Oyanagi, Tatsu Kuwatani and Toshiaki Omori,
"Exploration of Nonlinear Parallel Heterogeneous Reaction Pathways through Bayesian Variable Selection"
European Physical Journal B, Vol. 94, pp. 42: 1-12 (2021)
Hiroaki Inoue, Koji Hukushima and Toshiaki Omori,
"Estimation of Neuronal Dynamics of Izhikevich Neuron Models from Spike-Train Data with Particle Markov Chain Monte Carlo Method"
Journal of the Physical Society of Japan, in press. (2021)
Masaki Ito, Tatsu Kuwatani, Ryosuke Oyanagi and Toshiaki Omori,
"Data-driven Analysis of Nonlinear Heterogeneous Reactions through Sparse Modeling and Bayesian Statistical Approaches"
Entropy, Vol. 23, No. 7, pp. 824:1-22 (2021)
Naomichi Takada and Toshiaki Omori,
"Video Frame Rate Up-Conversion via Spatio-Temporal Generative Adversarial Networks"
Journal of Image and Graphics, Vol. 9, No. 3, pp. 87-94 (2021)
Hiroaki Inoue, Koji Hukushima, Toshiaki Omori,
"Replica Exchange Particle-Gibbs Method with Ancestor Sampling"
Journal of the Physical Society of Japan, Vol. 89, 104801:1-7 (2020)
Kazuki Tsujimoto and Toshiaki Omori "Switching Probabilistic Slow Feature Analysis for Time-series Data" International Journal of Machine Learning and Computing, Vol. 10, pp. 740-745 (2020)
Shinya Otsuka and Toshiaki Omori "Estimation of Neuronal Dynamics Based on Sparse Modeling" Neural Networks Vol. 109, pp. 137-146 (2019).
Ryohei Akiyoshi, Hiroaki Wake, Daisuke Kato, Hiroshi Horiuchi, Riho Ono, Ako Ikegami, Koichiro Haruwaka, Toshiaki Omori, Yoshihisa Tachibana, Andrew Moorhouse, and Junichi Nabekura "Microglia Enhance Synapse Activity to Promote Local Network Synchronization" eNeuro Vol. 5, pp. e0088-18: 1-13 (2018).
Yusuke Takeichi, Tatsuya Uebi, Naoyuki Miyazaki, Kazuyoshi Murata, Kouji Yasuyama, Kanako Inoue, Toshinobu Suzaki, Hideo Kubo, Naoko Kajimura, Jo Takano, Toshiaki Omori, Ryoichi Yoshimura, Yasuhisa Endo, Masaru K. Hojo, Eichi Takaya, Satoshi Kurihara, Kenta Tatsuta, Koichi Ozaki, Mamiko Ozaki "Putative Neural Network within an Olfactory Sensory Unit for Nestmate and
Non-nestmate Discrimination in the Japanese Carpenter Ant: The
Ultrastructures and Mathematical Simulation" Frontiers in Cellular Neuroscience Vol. 12, pp. 310:1-15 (2018).
Toshiaki Omori, Tomoki Sekiguchi, Masato Okada
"Belief Propagation for Probabilistic Slow Feature Analysis"
Journal of the Physical Society of Japan, Vol. 86, pp. 084802-1-6 (2017).
download [open access]
Toshiaki Omori, Tatsu Kuwatani, Atsushi Okamoto, Koji Hukushima
"Bayesian Inversion Analysis of Nonlinear Dynamics in Surface Heterogeneous Reactions"
Physical Review E, Vol. 94, pp. 033305-1-11 (2016).
download [open access]
Toshiaki Omori, Koji Hukushima
"Extracting Nonlinear Spatiotemporal Dynamics in Active Dendrites Using Data-driven Statistical Approach"
Journal of Physics: Conference Series, Vol. 699, pp. 012011-1-8 (2016).
download [open access]
Yasuhiko Igarashi, Kenji Nagata, Tatsu Kuwatani, Toshiaki Omori, Yoshinori Nakanishi-Ohno, Masato Okada
"Three Levels of Data-Driven Science"
Journal of Physics: Conference Series, Vol. 699, pp. 012001-1-13 (2016).
Atsushi Okamoto, Tatsu Kuwatani, Toshiaki Omori, Koji Hukushima
"Free-energy Landscape and Nucleation Pathway of Polymorphic Minerals from Solution in a Potts Lattice-gas Model"
Physical Review E, Vol. 92, pp. 042130-1--042130-9 (2015).
Shimpei Yotsukura, Toshiaki Omori, Kenji Nagata and Masato Okada
"Sparse Estimation of Spike-Triggered Average"
IPSJ Transaction on Mathematical Modeling and Its Applications, Vol. 7, pp. 52-58 (2014).
Keisuke Ota, Toshiaki Omori, Hiroyoshi Miyakawa, Masato Okada and Toru Aonishi
"Higher-order Spike Triggered Analysis of Neural Oscillators"
PLoS One, Vol. 7, No. 11, pp. e50232-1--e50232-10, (2012).
Jun Kitazono, Toshiaki Omori, Toru Aonishi and Masato Okada
"Estimating Membrane Resistance over Dendrite Using Markov Random Field"
IPSJ Transaction on Mathematical Modeling and Its Applications, Vol. 5, pp. 89-94 (2012).
Tomoki Sekiguchi, Toshiaki Omori, Masato Okada Effect of Observation Noise in Slow Feature Analysis
IPSJ Transaction on Mathematical Modeling and Its Applications, Vol. 5, pp. 26-31 (2012).
Keisuke Ota, Toshiaki Omori, Shigeo Watanabe,
Hiroyoshi Miyakawa, Masato Okada and Toru Aonishi
"Measurement of Infinitesimal Phase Response Curves from Noisy Real Neurons"
Physical Review E, Vol. 84, pp. 041902 (2011)
Takamasa Tsunoda, Yoshiaki Oda, Toshiaki Omori, Masato Okada, Masashi Inoue,
Hiroyoshi Miyakawa and Toru Aonishi
"Statistical Calibration Method for Physiological Ca2+ Fluorescence Signals" Australian Journal of Intelligent Information Processing Systems, Vol. 11, pp. 29-34 (2010).
Takamasa Tsunoda, Toshiaki Omori, Hiroyoshi Miyakawa, Masato Okada and Toru Aonishi
"Estimation of Intracellular Calcium Ion Concentration by Nonlinear State Space Modeling and Expectation-Maximization Algorithm for Parameter Estimation" Journal of the Physical Society of Japan, Vol. 124801-1-124801-8 (2010).
Toshiaki Omori, Toru Aonishi, and Masato Okada
"Switch of Encoding Characteristics in Single Neurons
by Subthreshold and Suprathreshold Stimuli" Physical Review E, Vol. 81, No. 2, 021901-1--021902-9 (2010).
Hiromu Monai, Toshiaki Omori, Masato Okada, Masashi Inoue, Hiroyoshi Miyakawa and Toru Aonishi
"An Analytic Solution of the Cable Equation Predicts Frequency Preference of a Passive Shunt-End Cylindrical Cable in Response to Extracellular Oscillating Electric Fields" Biophysical Journal, Vol. 98, No. 4 pp. 524-533 (2010).
Yuichiro Shimizu, Toshiaki Omori, Toru Aonishi, Masato Okada "Estimation of Electrical Properties of Dendrite" IPSJ Transaction on Mathematical Modeling and Its Applications, Vol. 3 No. 2, pp. 92-98 (2010).
Kensei Tsunoda, Toshiaki Omori, Hiroyoshi Miyakawa,
Masashi Inoue, Toru Aonishi "Estimation of Intracellular Calcium Dynamics Using Particle Filter" IPSJ Transaction on Mathematical Modeling and Its Applications, Vol. 3, No. 2, pp. 74-82 (2010).
Munenori Iida, Toshiaki Omori, Toru Aonishi, Masato Okada "Phase Response Curve of Spike Response Model" IPSJ Transaction on Mathematical Modeling and Its Applications, Vol. 3, No. 2, pp. 44-50 (2010).
Keisuke Ota, Takamasa Tsunoda, Toshiaki Omori, Shigeo Watanabe, Hiroyoshi Miyakawa, Masato Okada and Toru Aonishi
"Is the Langevin Phase Equation an Efficient Model for Oscillating Neurons?" Journal of Physics: Conference Series, Vol. 197, No. 1, 012016-1--012016-10 (2009).
Jun Kitazono, Toshiaki Omori and Masato Okada
"Neural Network Model with Discrete and Continuous Information Representation" Journal of the Physical Society of Japan, Vol. 78, No. 11, 114801-1--114801-7 (2009).
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa, Masashi Inoue and Masato Okada "Steep Decrease in the Specific Membrane Resistance in the Apical Dendrites of Hippocampal CA1 Pyramidal Neurons" Neuroscience Research, Vol. 64, No. 1, pp. 83-95 (2009).
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Keisuke Ota, Toshiaki Omori and Toru Aonishi "MAP Estimation Algorithm for Phase Response Curves Based on the Analysis of
Observation Process" Journal of Computational Neuroscience, Vol.26, No. 2, pp. 185-202 (2009).
Florent Cousseau, Kazushi Mimura, Toshiaki Omori
and Masato Okada "Statistical Mechanics of Lossy Compression for Nonmonotonic Multilayer
Perceptrons" Physical Review E, Vol. 78, No. 2, 021124-1--021124-11 (2008).
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa, Masashi Inoue and Masato Okada "Estimated Distribution of Specific Membrane Resistance in Hippocampal CA1 Pyramidal Neuron" Brain Research, Vol. 1125, No. 1, pp. 199-208 (2006).
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Masashi Inoue, Toshiaki Omori "Optical Recording of Perturbation Response in Neurons and Estimation of Membrane Properties Using Simulation"
Simulation, Vol. 25, No. 1, pp. 13-19 (2006).
Toshiaki Omori and Tsuyoshi Horiguchi "Dynamical State Transition by Neuromodulation Due to Acetylcholine in Neural Network Model for Oscillatory Phenomena in Thalamus" Journal of the Physical Society of Japan, Vol. 73, No. 12, pp. 3489-3494 (2004).
Toshiaki Omori and Tsuyoshi Horiguchi "Dynamical Neural Network Model of Hippocampus with Excitatory and Inhibitory Neurons" Journal of the Physical Society of Japan, Vol. 73, No. 3, pp. 749-755 (2004).
Toshiaki Omori and Tsuyoshi Horiguchi "Dynamical Properties of Neural Network Model for Working Memory
with Hodgkin-Huxley Neurons" Physica A, Vol. 334, No. 3-4, pp. 600-614 (2004).
Toshiaki Omori and Tsuyoshi Horiguchi "Noise Effect on Memory Recall in Dynamical Neural Network Model of Hippocampus" Journal of the Physical Society of Japan, Vol. 71, No. 6, pp. 1598-1604 (2002).
- Review Articles -
Toshiaki Omori "Machine Learning Approach to Regression Analsis - Sparse Regression Modeling-" Systems, Control and Information Vol. 59, No. 3 (2015)
Toshiaki Omori "Relation between Non-uniform Electrical Properties and Signal Transfer in Hippocampal Pyramidal Neurons" The Brain & Neural Networks Vol. 21, No. 3, pp. 115-121 (2014)
Toshiaki Omori and Masato Okada "Mathematical Models of Hippocampal System"
Clinical Neuroscience Vol. 29, No. 2, pp. 162-166 (2011).
- Refereed Conference Proceedings -
Takenori Nakaya, Toshiaki Omori "Sparse Super-Resolution Method Using Accelerated Cross-Validation"
accepted for publication in ACM International Conference Proceeding Series (2018)
Shohei Kuri, Takuya Hayashi, Toshiaki Omori, Seiichi Ozawa, Yoshinori Aono, Le Trieu Phong, Lihua Wang, Shiho Moriai "Privacy Preserving Extreme Learning Machine Using Additively Homomorphic Encryption" Proceedings of 2017 IEEE Symposium Series on Computational Intelligence, pp.1350-1357 (2017)
Nicoleta Rogovschi, Jun Kitazono, Nistor Grozavu, Toshiaki Omori,
Seiichi Ozawa "t-Distributed Stochastic Neighbor Embedding Spectral Clustering" Proceedings of 2017 International Joint Conference on Neural Networks , pp. 1628-1632 (2017)
Hiroaki Inoue, Toshiaki Omori "Statistical Estimation of Neural System Using Calcium Imaging"
accepted for publication in Proceedings of 16th International Symposium on Advanced Intelligent Systems (2015)
Shinichi Kataoka, Toshiaki Omori "Simultaneous Estimation of Hodgkin-Huxley Neuronal Dynamics and
Network Connectivity Based on Bayesian Statistics"
accepted for publication in Proceedings of 16th International Symposium on Advanced Intelligent Systems (2015)
Toshiaki Omori "Estimating Nonlinear Spatiotemporal Membrane Dynamics in Active Dendrites" Neural Information Processing, Proceedings of 21th International Conference on Neural Information Processing, Vol. 8834, pp 27-34 (2014)
Takafumi Shimamoto, Toshiaki Omori, Toru Aonishi, Seiichi Ozawa "Simulation for Effect of Extracellular Electric Field
on Neuronal Response" Proceedings of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems, pp. 1614-1616 (2014)
Akihito Takeuchi, Toshiaki Omori "Estimation of Hyperparameters
in Probabilistic Slow Feature Analysis" Proceedings of Joint 7th International Conference on Soft Computing and Intelligent Systems and 15th International Symposium on Advanced Intelligent Systems, pp. 1606-1608 (2014)
Toshiaki Omori "Extracting Latent Dynamics from Multi-dimensional Data by Probabilistic Slow Feature Analysis" Proceedings of 20th International Conference on Neural Information Processing, Vol. 8228, pp. 108-116, (2013)
Toshiaki Omori, Toru Aonishi, and Masato Okada "Statistical Estimation of Non-Uniform Distribution of Dendritic Membrane Properties" Advances in Cognitive Neurodynamics, Vol. 3, pp. 649-655 (2013)
Daijiro Aoki, Toshiaki Omori, Seiichi Ozawa "A Robust Incremental Principal Component Analysis for Feature Extraction from Stream Data with Missing Values" Proceedings of International Conference on Neural Networks 2013, pp. 1-8 (2013).
Munenori Iida, Toshiaki Omori, Toru Aonishi, and Masato Okada
"Nonlinear Effect on Phase Response Curve of Neuron Model" Proceedings of 18th International Conference on Neural Information Processing, Vol. 7064, pp. 240-250, (2011)
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa,
Masashi Inoue and Masato Okada
"Estimation of Non-Uniform Membrane Property over the Dendrite: Data Assimilation Approach using Bioimaging Data and Multi-Compartment Model"
Proceedings of Asia Simulation Conference 2009, pp. 90-1--90-8 (2009).
Takamasa Tsunoda, Toshiaki Omori, Hiroyoshi Miyakawa, Masato Okada and Toru Aonishi
"Estimation of Intracellular Calcium Ion Concentration by Nonlinear State Space Modeling"
Proceedings of Asia Simulation Conference 2009, pp. 31-1--31-8 (2009).
Toru Aonishi, Takamasa Tsunoda, Keisuke Ota, Toshiaki Omori, Masato Okada and Hiroyoshi Miyakawa
"Fusion of Real Neuron and Mathematical Model by using Dynamic Clamp Technique"
Proceedings of Asia Simulation Conference 2009, pp. 28-1--28-8 (2009).
Toshiaki Omori and Tsuyoshi Horiguchi "Dynamical Neuromodulation in Neural Network with Inhibitory Neurons and Cholinergic Neurons" Proceedings of 2003 Workshop on Information-Based Induction Sciences, pp. 95-100 (2003).
Toshiaki Omori and Tsuyoshi Horiguchi "Oscillatory Phenomena in Hippocampal CA3 Model with Excitatory and Inhibitory Neurons" Proceedings of 9th International Conference on Neural Information Processing, Vol. 3, pp. 1597-1601 (2002).
- Presentations in International Conferences -
Toshiaki Omori, Koji Hukushima "Extracting Nonlinear Spatiotemporal Dynamics in Active Dendrites Using Data-Driven Statistical Approach"
International Meeting on "High-Dimensional Data Driven Science (HD3-2015)"
Kyoto, Japan
Dec. 15 (2015). (invited)
Toshiaki Omori "Extracting Spatiotemporal Dynamics of Neural Systems:
Computational and Statistical Approach"
UC San Diego x Kobe University Joint Research Kick-off Symposium
Kobe University, Japan, Feb. 5 (2015) (invited)
Toshiaki Omori "Estimating Nonlinear Spatiotemporal Membrane Dynamics in Active Dendrites"
21th International Conference on Neural Information Processing
Kuching Malaysia, Nov. (2014)
Toshiaki Omori "Extracting Latent Dynamics from Multi-dimensional Data by Probabilistic Slow Feature Analysis"
20th International Conference on Neural Information Processing (ICONIP 2013)
Daegu, South Korea, Nov. 5 (2013)
Daijiro Aoki, Toshiaki Omori, Seiichi Ozawa "A Robust Incremental Principal Component Analysis for Feature Extraction from Stream Data with Missing Values"
2013 International Joint Conference on Neural Networks (IJCNN 2013)
Dallas, Texas, U.S.A., Aug. 4-9 (2013)
Toshiaki Omori "Extracting Spatiotemporal Dynamics of Dendritic Membrane Potential"
The 7th APCTP (Asia-Pacific Center for Theoretical Physics) - KAIST (Korean Advanced Institute of Science and Technology) School for Brain Dynamics
Daejeon Convention Center, Daejeon, South Korea, Nov. 25 (2012) (web page)(invited)
Jun Kitazono, Toshiaki Omori, Toru Aonishi, and Masato Okada "Statistical Estimation of Dendritic Membrane Resistance Distribution Using the Line Process"
41th Annual Meeting, Society for Neuroscience (Neuroscience 2011)
Washington D.C., U.S.A., Nov. 15 (2011)
Munenori Iida, Toshiaki Omori, Toru Aonishi, and Masato Okada "Nonlinear Effect on Phase Response Curve of Neuron Model"
18th International Conference on Neural Information Processing (ICONIP 2011)
Shanghai, China, Nov. 15 (2011)
Takamasa Tsunoda, Yoshiaki Oda, Toshiaki Omori, Masashi Inoue, Hiroyoshi Miyakawa, Masato Okada,
and Toru Aonishi "Estimation of Dendritic Spatiotemporal Calcium Dynamics by Nonlinear State Space Modeling"
International Conference on Modeling and Simulation Technology
Tokyo, Japan, Oct. 23 (2011)
Toshiaki Omori, Toru Aonishi, and Masato Okada "Statistical Estimation of Non-Uniform Distribution of Dendritic Membrane Properties"
The 3rd International Conference on Cognitive Neurodynamics (ICCN 2011)
Niseko, Japan, Jun. 10 (2011)
Toshiaki Omori, Toru Aonishi, and Masato Okada "Switch of Encoding Characteristics in Single Neurons by Subthreshold and Suprathreshold Stimuli"
Japan-Germany Joint Workshop on Computational Neuroscience,
Okinawa, Japan, Mar. 3 (2011)
Jun Kitazono, Toshiaki Omori, Toru Aonishi, and Masato Okada "Estimating the Distribution of the Dendritic Membrane Resistance with the Line Process"
Japan-Germany Joint Workshop on Computational Neuroscience,
Okinawa, Japan, Mar. 3 (2011)
Toshiaki Omori, Toru Aonishi, and Masato Okada "Switch of Encoding Characteristics in Single Neurons by Subthreshold and Suprathreshold Stimuli" 40th Annual Meeting, Society for Neuroscience (Neuroscience 2010) [No. 745.7],
San Diego, U.S.A., Nov. 17 (2010).
Toshiaki Omori, Toru Aonishi, and Masato Okada "Statistical Estimation of Non-Uniform Dendritic Membrane Properties" The Fourth International Neural Microcircuitry Conference, Signal Processing Mechanism of Cortical Neurons,
Nago, Japan, Jun. 26-27 (2010).
Takamasa Tsunoda, Toshiaki Omori, Masato Okada, Hiroyoshi Miyakawa, and Toru Aonishi "Statistical Estimation of Intracellular Calcium Ion Concentration and Influx from Calcium Imaging" 39th Annual Meeting, Society for Neuroscience,
Chicago, U.S.A., Oct. 21 (2009).
Hiromu Monai, Toshiaki Omori, Masato Okada, Masashi Inoue, Hiroyoshi Miyakawa, and Toru Aonishi "An Analytical Solution of the Cable Equation Predicts Frequency Preference of a Passive Non-Uniform Cylindrical Cable
in Response to Extracellular Oscillating Electrical Fields" 39th Annual Meeting, Society for Neuroscience,
Chicago, U.S.A., Oct. 19 (2009).
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa,
Masashi Inoue, and Masato Okada "Estimation of Non-Uniform Membrane Property over the Dendrite:
Data Assimilation Approach Using Bioimaging Data and Multi-Compartment Model" Asia Simulation Conference 2009,
Shiga, Japan, Oct. 9 (2009).
Takamasa Tsunoda, Toshiaki Omori, Masato Okada, Hiroyoshi Miyakawa, and Toru Aonishi "Estimation of Intracellular Calcium Ion Concentration by Nonlinear State Space Modeling" Asia Simulation Conference 2009,
Shiga, Japan, Oct. 9 (2009).
Toru Aonishi, Takamasa Tsunoda, Keisuke Ota, Toshiaki Omori, Masato Okada, Hiroyoshi Miyakawa "Fusion of Real Neuron and Mathematical Model by using Dynamic Clamp Technique" Asia Simulation Conference 2009,
Shiga, Japan, Oct. 9 (2009).
Keisuke Ota, Toshiaki Omori, Shigeo Watanabe, Hiroyoshi Miyakawa,
Masato Okada, and Toru Aonishi "Is the Langevin Phase Equation an Efficient
Model for Stochastic Limit Cycle Oscillators in Real Neurons?"
18th Annual Computational Neuroscience Meeting (CNS*2009),
Berlin, Germany, Jul. (2009).
Hiromu Monai, Toshiaki Omori, Masato Okada,
Masashi Inoue, Hiroyoshi Miyakawa, and Toru Aonishi "An Analytical Solution of the Cable Equation
Predicts the Frequency Preference of a Passive
Non-Uniform Cylindrical Cable in Response to
Extracellular Oscillating Electrical Fields"
18th Annual Computational Neuroscience Meeting (CNS*2009),
Berlin, Germany, Jul. (2009).
Munenori Iida, Toshiaki Omori, Toru Aonishi, and Masato Okada "Phase Response Curve of Spike Response Model"
Computational and Systems Neuroscience (cosyne 2009),
Salt Lake City, USA, Feb. 29 (2009).
Hiromu Monai, Toshiaki Omori, Masato Okada,
Masashi Inoue, Hiroyoshi Miyakawa, and Toru Aonishi "Mathematical Analysis of Dynamical Behavior
of a Cylindrical Cable Induced by
Extracellular Electrical Fields"
38th Annual Meeting, Society for Neuroscience [No. 44.27],
Washington DC, USA, Nov. (2008).
Keisuke Ota, Toru Aonishi, Shigeo Watanabe, Hiroyoshi Miyakawa,
Toshiaki Omori, and Masato Okada "Bayesian Restoration of Phase Response Curves and Prediction of Stochastic Behavior of Hippocampal CA1 Pyramidal Neurons"
Computational and Systems Neuroscience (cosyne 2008),
Salt Lake City, USA, Feb. 29 (2008).
Keisuke Ota, Toru Aonishi, Shigeo Watamabe, Hiroyoshi Miyakawa,
Toshiaki Omori, and Masato Okada "Estimation of Phase Response Curves in Hippocampal CA1 Pyramidal Neuron
Based on Bayesian Approach"
37th Annual Meeting, Society for Neuroscience [No. 881.17],
San Diego, USA, Nov. 7 (2007).
Toshiaki Omori, Toru Aonishi and Masato Okada "Non-Uniformity of Membrane Resistance Improves Dendritic Signal Transfer"
37th Annual Meeting, Society for Neuroscience [No. 251.17],
San Diego, USA, Nov. 4 (2007).
Toshiaki Omori, Toru Aonishi and Masato Okada "Improvement of Dendritic Signal Transfer Due to Non-Uniform Membrane Property"
Computational and Systems Neuroscience (cosyne 2007),
Salt Lake City, USA, Feb. 22 (2007).
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa,
Masashi Inoue and Masato Okada "Steep Decrease of Specific Membrane Resistance in Hippocampal CA1 Pyramidal Neuron"
36th Annual Meeting, Society for Neuroscience [No. 637.14]
Atlanta, USA, Oct. 17 (2006).
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa,
Masashi Inoue and Masato Okada "Non-Uniform Passive Membrane Property in Dendrite Estimated by Fitting Multi-Compartment Model to Voltage Imaging Data"
Computational and Systems Neuroscience (cosyne 2006),
Salt Lake City, USA, Mar. (2006).
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa,
Masashi Inoue and Masato Okada "Non-uniform Distribution of Specific Membrane Resistance
in Hippocampal CA1 Pyramidal Neuron Estimated
Using Multi-compartment Model"
Japan-Germany Symposium on Computational Neuroscience
Wako, Japan, Feb. 4 (2006).
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa,
Masashi Inoue and Masato Okada "Estimated Distribution of Specific Membrane Resistance
in Hippocampal CA1 Pyramidal Neuron"
35th Annual Meeting, Society for Neuroscience [No. 738.7]
Washington DC, USA, Nov. 15 (2005).
Toshiaki Omori, Toru Aonishi, Hiroyoshi Miyakawa,
Masashi Inoue and Masato Okada "Estimation of Distribution of Membrane Resistance in Hippocampal CA1 Pyramidal Neuron"
Computational and Systems Neuroscience (cosyne 2005),
Salt Lake City, USA, Mar. 19 (2005).
Toshiaki Omori, Masato Okada and Tsuyoshi Horiguchi "Effect of Neuromodulation Due to Acetylcholine on Oscillatory Phenomena in Neural Network Model of Thalamus"
34th Annual Meeting, Society for Neuroscience [No. 638.17]
San Diego, USA, Oct. 26 (2004).
Toshiaki Omori and Tsuyoshi Horiguchi "Oscillatory Phenomena in Hippocampal CA3 Model with Excitatory and Inhibitory Neurons"
9th International Conference on Neural Information Processing ICONIP '02,
Singapore, Nov. 20 (2002).
Toshiaki Omori and Tsuyoshi Horiguchi "Dynamical Properties by Circulatory Neural Network Model of Hippocampus"
21st IUPAP International Conference on
Statistical Physics STATPHYS21, Cancun, Mexico, Jul. 20 (2001).
Toshiaki Omori and Tsuyoshi Horiguchi "Noise Effect on Dynamical Neural Network Model of Hippocampus"
International Conference on Dynamical Aspects of Complex Systems from Cells to Brain, Sendai, Japan, Nov. 30 (2000).
- Theses for Degrees -
"Dynamical Neural Network Models for Memory Function
and for Oscillatory Phenomena in Brain"
Ph.D. Thesis, Tohoku University (2004).
"Dynamical Neural Network Model of Hippocampus"
Thesis for Master's degree, Tohoku University (2001).