Faculty Information - Sou Nobukawa

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（Last updated : 2025-06-19 13:49:10）

Sou Nobukawa
Department of Computer Science, Faculty of Innovative Information Science

Master's Program and Doctoral Program in Information and Computer Science, Graduate School of Information and Computer Science

Professor

■ Office

Tsudanuma Campus, No.7 Building,9th floor room 070912

■ Academic background

〔Doctorial Course〕, Applied Informatics, University of Hyogo, Completed, Ph.D.

■ Research activities

1.		Information Processing Society of Japan
2.		International Neural Network Society
3.		The Institute of Electronics, Information and Communication Engineers
4.		The Institute of Systems, Control and Information Engineers
5.		The Society of Instrument and Control Engineers

■ Works

1.	Book	Emerging Trends in Applications and Infrastructures for Computational Biology, Bioinformatics, and Systems Biology (Collaboration) 2016/03
2.	Book	Emerging Trends in Computational Biology, Bioinformatics, and Systems Biology (Collaboration) 2015/08
3.	Article	Adjustment to an Appropriate Bedtime Improves Nocturia in Older Adults: A Crossover Study International Journal of Urology (Collaboration) 2025/04/26
4.	Article	Detection of neonatal asphyxia by analyzing the complexity of electroencephalography data Frontiers in Applied Mathematics and Statistics 11 (Collaboration) 2025/03/19
5.	Article	Neural activity responsiveness by maturation of inhibition underlying critical period plasticity Frontiers in Neural Circuits (Collaboration) 2025/01/22
6.	Article	Eye pupils mirror information divergence in approximate inference. Scientific reports 14(1),pp.30808-30808 (Collaboration) 2024/12/28
7.	Article	Recent trends in multiple metrics and multimodal analysis for neural activity and pupillometry Frontiers in Neurology 15 (Collaboration) 2024/12/02
8.	Article	Revealing Functions of Extra-Large Excitatory Postsynaptic Potentials: Insights from Dynamical Characteristics of Reservoir Computing with Spiking Neural Networks Lecture Notes in Computer Science pp.151-165 (Collaboration) 2024/09/17
9.	Article	Assessment of driver fatigue-related brain responses and causal factors during driving under different traffic conditions Frontiers in Applied Mathematics and Statistics 10 (Collaboration) 2024/09/05
10.	Article	Emergence of chaotic resonance controlled by extremely weak feedback signals in neural systems Frontiers in Applied Mathematics and Statistics 10 (Collaboration) 2024/08/08
11.	Article	Controlling Chaotic Resonance with Extremely Local-Specific Feedback Signals IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences E107.A(8),pp.1106-1114 (Collaboration) 2024/08/01
12.	Article	Multi-scale dynamics by adjusting the leaking rate to enhance the performance of deep echo state networks Frontiers in Artificial Intelligence 7 (Collaboration) 2024/07/16
13.	Article	Assessment of the effect of attentional control and experience on event-related potential P300 in visual perception during vehicle driving Transportation Research Part F: Traffic Psychology and Behaviour 103,pp.574-585 (Collaboration) 2024/05/01
14.	Article	Impact of time-history terms on reservoir dynamics and prediction accuracy in echo state networks Scientific Reports 14(8631) (Collaboration) 2024/04/15
15.	Article	Alterations in the hub structure of whole‐brain functional networks in patients with drug‐naïve schizophrenia: Insights from electroencephalography‐based research Psychiatry and Clinical Neurosciences Reports 3(e164) (Collaboration) 2024/04/03
16.	Article	Learning reservoir dynamics with temporal self-modulation Communications Physics 7 (Collaboration) 2024/01/12
17.	Article	Atypical instantaneous spatio-temporal patterns of neural dynamics in Alzheimer’s disease Scientific Reports 14(88) (Collaboration) 2024/01/02
18.	Article	Dynamic Characteristics of Electroencephalogram Reflecting Driving-Experience-Dependent Performance Using Microstates Proceedings of 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) pp.2378-2383 (Collaboration) 2023/10/31
19.	Article	P300 Event-Related Potential in Perception of Multiple Traffic Objects During Vehicle Driving Proceedings of 2023 Asia Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) pp.311-316 (Collaboration) 2023/10/31
20.	Article	Extremely weak feedback method for controlling chaotic resonance Proceedings of 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC) (Collaboration) 2023/10/01
21.	Article	Editorial: Perspectives in brain-network dynamics in computational psychiatry Frontiers in Computational Neuroscience 17 (Collaboration) 2023/09/22
22.	Article	Exploring Intermittent Dynamics of Neural Activity in a Single-Pair System of Excitatory and Inhibitory Neurons Proceedings of 2023 International Conference on Emerging Techniques in Computational Intelligence (ICETCI) pp.180-185 (Collaboration) 2023/09/21
23.	Article	Mechanism for Enhancement of Functionality in Deep Echo State Network by Optimizing Leaking Rate Proceedings of 2023 International Conference on Emerging Techniques in Computational Intelligence (ICETCI) pp.85-90 (Collaboration) 2023/09/21
24.	Article	Optimal Excitatory and Inhibitory Balance for High Learning Performance in Spiking Neural Networks with Long-Tailed Synaptic Weight Distributions Proceedings of 2023 International Joint Conference on Neural Networks (IJCNN) (Collaboration) 2023/06/18
25.	Article	Hub structure in functional network of EEG signals supporting high cognitive functions in older individuals Frontiers in Aging Neuroscience 15 (Collaboration) 2023/04/17
26.	Article	Assessment of functional connectivity induced by driving experience Nonlinear Theory and Its Applications 14(2),pp.559-568 (Collaboration) 2023/04/01
27.	Article	Functionality of neural dynamics induced by long-tailed synaptic distribution in reservoir computing Nonlinear Theory and Its Applications 14(2),pp.342-355 (Collaboration) 2023/04/01
28.	Article	Long-Tailed Distribution of Excitatory Postsynaptic Potentials Enhances Learning Performance of Liquid State Machine Proceedings of 2022 International Symposium on Nonlinear Theory and Its Application (NOLTA2022) pp.244-247 (Collaboration) 2022/12/13
29.	Article	Spatiotemporal Chaotic Characteristics with Multidimensional Inputs in Echo State Networks Proceedings of 2022 International Symposium on Nonlinear Theory and Its Application (NOLTA2022) pp.351-354 (Collaboration) 2022/12/13
30.	Article	Analysis of Functional Connectivity of EEG Reflecting Circadian Rhythm Using Phase Lag Index Proceedings of 2022 International Symposium on Nonlinear Theory and Its Application (NOLTA2022) pp.95-98 (Collaboration) 2022/12/12
31.	Article	Disinhibitory circuit mediated by connections from vasoactive intestinal polypeptide to somatostatin interneurons underlies the paradoxical decrease in spike synchrony with increased border ownership selective neuron firing rate Frontiers in Computational Neuroscience (16) (Collaboration) 2022/11/04
32.	Article	Neural dynamics analysis focusing on complexity and synchronization PSYCHIATRY pp.508-513 (Single) 2022/10/01
33.	Article	Enhanced temporal complexity of EEG signals in older individuals with high cognitive functions Frontiers in Neuroscience 16(878495),pp.1-10 (Collaboration) 2022/09/21
34.	Article	A microcircuit model involving parvalbumin, somatostatin, and vasoactive intestinal polypeptide inhibitory interneurons for the modulation of neuronal oscillation during visual processing Cerebral Cortex pp.1-19 (Collaboration) 2022/09/20
35.	Article	Feature Extraction Mechanism for Each Layer of Deep Echo State Network Proceedings of 2022 International Conference on Emerging Techniques in Computational Intelligence (ICETCI) pp.65-70 (Collaboration) 2022/08/25
36.	Article	Assembly of Echo State Networks Driven by Segregated Low Dimensional Signals Proceedings of 2022 International Joint Conference on Neural Networks (IJCNN) pp.1-8 (Collaboration) 2022/07/18
37.	Article	Dynamic Characteristics of State Transitions Composed of Neural Activity in the Brain by Circadian Rhythms Proceedings of 2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) pp.152-157 (Collaboration) 2022/07/11
38.	Article	Influence of Additive and Contaminant Noise on Control-Feedback Induced Chaotic Resonance in Excitatory-Inhibitory Neural Systems IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences E106-A(1) (Collaboration) 2022/07/07
39.	Article	Functional Connectivity Estimation by Phase Synchronization and Information Flow Approaches in Coupled Chaotic Dynamical Systems IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences E105-A(12),pp.1604-1611 (Collaboration) 2022/06/03
40.	Article	Long-Tailed Characteristics of Neural Activity Induced by Structural Network Properties Frontiers in Applied Mathematics and Statistics 8(905807) (Single) 2022/05/23
41.	Article	Temporal-scale dependent dynamical characteristics of EEG reflecting circadian rhythms Nonlinear Theory and Its Applications IEICE 13(2),pp.421-426 (Collaboration) 2022/04/01
42.	Article	Estimation of Circadian Rhythms through EEG Signals by Temporal-Scale-Specific Fractal Dimensions 2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech) pp.278-281 (Collaboration) 2022/03/07
43.	Article	Alteration of Neural Network Activity With Aging Focusing on Temporal Complexity and Functional Connectivity Within Electroencephalography Frontiers in aging neuroscience 14 (Collaboration) 2022/02/04
44.	Article	Memory Storage Systems Utilizing Chaotic Attractor-Merging Bifurcation IEEE Access 10,pp.15699-15706 (Collaboration) 2022/02/04
45.	Article	Atypical Resting State Functional Neural Network in Children With Autism Spectrum Disorder: Graph Theory Approach 12 (Collaboration) 2021/12/14
46.	Article	Effect of Visual Attention and Driving Experiences on the Event-Related Potential P300 in the Perception of Traffic Scenes 2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference pp.1289-1293 (Collaboration) 2021/12/14
47.	Article	Analysis to Assess the Complexity and Synchronization of EEG in Aging Proceedings of The 2021 NonLinear Science Workshop (Collaboration) 2021/12/08
48.	Article	Detection of EEG Patterns of Circadian Rhythms Using Complexity Analysis Proceedings of The 2021 NonLinear Science Workshop (Collaboration) 2021/12/08
49.	Article	Dynamical Characteristics of State Transition Defined by Neural Activity of Phase in Alzheimer’s Disease International Conference on Neural Information Processing pp.46-54 (Collaboration) 2021/12/08
50.	Article	Enhancement of the Learning Performance by Introducing Dual Topology into an Echo State Network Proceedings of The 2021 NonLinear Science Workshop (Collaboration) 2021/12/07
51.	Article	Effect of steady-state response versus excitatory/inhibitory balance on spiking synchronization in neural networks with log-normal synaptic weight distribution Cognitive Neurodynamics (Collaboration) 2021/12/03
52.	Article	Recent Trends of Controlling Chaotic Resonance and Future Perspectives Frontiers in Applied Mathematics and Statistics (7) (Collaboration) 2021/11/30
53.	Article	Effect of Neural Decay Factors on Prediction Performance in Chaotic Echo State Networks Proceedings of 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) pp.1888-1893 (Collaboration) 2021/10/17
54.	Article	Evaluation of Ability of Chaotic Resonance under Noises in Neural Systems Comprising Excitatory–Inhibitory Neurons Proceedings of 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC) pp.2197-2202 (Collaboration) 2021/10/17
55.	Article	The effects of driving experience on the P300 event-related potential during the perception of traffic scenes International journal of environmental research and public health 18(19) (Collaboration) 2021/10/02
56.	Article	Functional Connectivity Estimated using the Phase Lag Index and Transfer Entropy Proceedings of the SICE Annual Conference 2021 pp.1079-1084 (Collaboration) 2021/09/08
57.	Article	Effects of familiarity on child brain networks when listening to a storybook reading: A magnetoencephalographic study NeuroImage 241(1),pp.1-10 (Collaboration) 2021/07/13
58.	Article	Identification of Electroencephalogram Signals in Alzheimer's Disease by Multifractal and Multiscale Entropy Analysis Frontiers in Neuroscience 15,pp.667614 (Collaboration) 2021/06/28
59.	Article	Identification of attention-deficit hyperactivity disorder based on the complexity and symmetricity of pupil diameter Scientific Reports 11(8439) (Collaboration) 2021/04/19
60.	Article	Gamma Band Functional Connectivity Enhanced by Driving Experience 2021 IEEE 3rd Global Conference on Life Sciences and Technologies (LifeTech) pp.379-381 (Collaboration) 2021/03/09
61.	Article	Pupillometric Complexity and Symmetricity Follow Inverted-U Curves Against Baseline Diameter Due to Crossed Locus Coeruleus Projections to the Edinger-Westphal Nucleus Frontiers in Physiology 12(614479) (Collaboration) 2021/02/11
62.	Article	High Phase Synchronization in Alpha Band Activity in Older Subjects With High Creativity Frontiers in Human Neuroscience 14,pp.583049 (Collaboration) 2020/10/22
63.	Article	Stabilizing Circadian Rhythms in Bipolar Disorder by Chaos Control Methods Frontiers in Applied Mathematics and Statistics 6,pp.562929 (Collaboration) 2020/10/08
64.	Article	Analysis of Financial Time Series Using Complexity Methods Proceedings of SICE2020 (Collaboration) 2020/09/23
65.	Article	Brain State Estimation Method Based on Electroencephalogram Complexity Proceedings of SICE2020 (Collaboration) 2020/09/23
66.	Article	Chaos-Chaos Intermittency Synchronization Induced by Feedback Signals and Stochastic Noise in Coupled Chaotic Systems IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences 103(9),pp.1086-1094 (Collaboration) 2020/09/01
67.	Article	Transition of Neural Activity From the Chaotic Bipolar-Disorder State to the Periodic Healthy State Using External Feedback Signals Frontiers in Computational Neuroscience (14) (Collaboration) 2020/08/28
68.	Article	Long-Tailed Characteristic of Spiking Pattern Alternation Induced by Log-Normal Excitatory Synaptic Distribution IEEE transactions on neural networks and learning systems pp.1-13 (Collaboration) 2020/08/21
69.	Article	Synchronization of Chaos in Neural Systems Frontiers in Applied Mathematics and Statistics (Collaboration) 2020/06/25
70.	Article	Deterministic characteristics of spontaneous activity detected by multi-fractal analysis in a spiking neural network with long-tailed distributions of synaptic weights Cognitive Neurodynamics (66),pp.1-8 (Collaboration) 2020/06/24
71.	Article	Classification Methods Based on Complexity and Synchronization of Electroencephalography Signals in Alzheimer’s Disease Frontiers in Psychiatry 11 (Collaboration) 2020/04/07
72.	Article	Chaos-Chaos Intermittency Synchronization Controlled by External Feedback Signals in Chua's Circuits IEICE Transactions on Fundamentals of Electronics Communications and Computer Sciences E103.A(1),pp.303-312 (Collaboration) 2020/01/01
73.	Article	Resonance Phenomena Controlled by External Feedback Signals and Additive Noise in Neural Systems Scientific Reports 9(12630) (Collaboration) 2019/09
74.	Article	Temporal-Specific Complexity of Spiking Patterns in Spontaneous Activity Induced by a Dual Complex Network Structure Scientific Reports 9(12749) (Collaboration) 2019/09
75.	Article	Pattern Classification by Spiking Neural Networks Combining Self-Organized and Reward-Related Spike-Timing-Dependent Plasticity Journal of Artificial Intelligence and Soft Computing Research 9(4),pp.283-291 (Collaboration) 2019/08
76.	Article	Changes in Functional Connectivity Dynamics with Aging: a Dynamical Phase Synchronization Approach NeuroImage 188,pp.357-368 (Collaboration) 2019/03
77.	Article	Controlling Chaotic Resonance using External Feedback Signals in Neural Systems Scientific Reports 9(4990),pp.1-9 (Collaboration) 2019/03
78.	Article	Induced Synchronization of Chaos-Chaos Intermittency Maintaining Asynchronous State of Chaotic Orbits by External Feedback Signals IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences 102(3),pp.524-531 (Collaboration) 2019/03
79.	Article	Skewed and Long-Tailed Distributions of Spiking Activity in Coupled Network Modules with Log-Normal Synaptic Weight Distribution Proceedings of International Conference on Neural Information Processing 2018 (Collaboration) 2018/12
80.	Article	Controlling Chaotic Resonance in Systems with Chaos-Chaos Intermittency Using External Feedback IEICE TRANSACTIONS on Fundamentals of Electronics, Communications and Computer Sciences E101-A(11),pp.1900-1906 (Collaboration) 2018/11
81.	Article	Atypical Temporal-Scale-Specific Fractal Changes in Alzheimer's Disease EEG and Their Relevance to Cognitive Decline Cognitive Neurodynamics pp.1-11 (Collaboration) 2018/10
82.	Article	Temporal Fluctuation in Spontaneous Activity of a Spiking Neural Network with Long-Tailed Synaptic Weights Proceedings of 2018 International Symposium on Nonlinear Theory and its Applications (NOLTA2018) pp.375-378 (Collaboration) 2018/09
83.	Article	Developmental Trajectory of Infant Brain Signal Variability: A Longitudinal Pilot Study Frontiers in Neuroscience 12(566) (Collaboration) 2018/08
84.	Article	Emergent Patterns and Spontaneous Activity in Spiking Neural Networks with Dual Complex Network Structure Proceedings of The 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing pp.159-166 (Collaboration) 2018/07
85.	Article	Induced Synchronization of Chaos-Chaos Intermittency in Coupled Cubic Maps by External Feedback Signals Proceedings of 5th International Conference on Control, Decision and Information Technologies pp.64-68 (Collaboration) 2018/04
86.	Article	Abnormal functional connectivity of high frequency rhythms in drugnaive schizophrenia Clinical Neurophysiology 129(1),pp.222-231 (Collaboration) 2018/01
87.	Article	Routes to Chaos Induced by a Discontinuous Resetting Process in a Hybrid Spiking Neuron Model Scientific Reports 8(379),pp.1-11 (Collaboration) 2018/01
88.	Article	Noise Induced Phenomena in the Kaldor Business Cycle Model Transactions of the Institute of Systems, Control and Information Engineers 30(12),pp.459-466 (Collaboration) 2017/12
89.	Article	Controlling Method for Attractor Merged Chaotic Resonance by External Feedback Proceedings of SICE Annual conference 2017 pp.684-688 (Collaboration) 2017/09
90.	Article	Analysis of Chaos Route in Hybridized FitzHugh-Nagumo Neuron Model Transactions of the Institute of Systems, Control and Information Engineers pp.167-174 (Collaboration) 2017/05
91.	Article	Band-specific Atypical Functional Connectivity Pattern in Childhood Autism Spectrum Disorder Clinical Neurophysiology (Collaboration) 2017/05
92.	Article	Chaotic Resonance in Typical Routes to Chaos in the Izhikevich Neuron Model Scientific Reports 7(1331),pp.1-9 (Collaboration) 2017/05
93.	Article	Temporal-Specific Roles of Fractality in EEG Signal of Alzheimer's Disease Proceedings of International Joint Conference on Neural Networks (IJCNN 2017) pp.4395-4399 (Collaboration) 2017/05
94.	Article	Chaotic Resonance in Coupled Inferior Olive Neurons with the Llinas approach neuron model Neural Computation 28(11),pp.2505-2532 (Collaboration) 2016/10
95.	Article	Evaluation of Chaotic Resonance by Lyapunov Exponent in Attractor-Merging Type Systems International Conference on Neural Information Processing, Lecture Notes in Computer Science 9947,pp.430-437 (Collaboration) 2016/09
96.	Article	Analysis of Coherence Resonance in Kaldor-Kalecki Business Cycle Model Proceedings of SCIS-ISIS2016 pp.243-247 (Collaboration) 2016/08
97.	Article	Evaluation Method of Chaotic State in Spiking Neural System with State Dependent Jump Transactions of the Institute of Systems, Control and Information Engineers pp.210-215 (Collaboration) 2016/04
98.	Article	Enhancement of Spike-Timing-Dependent Plasticity in Spiking Neural Systems with Noise International Journal of Neural Systems 26(05) (Collaboration) 2015/12
99.	Article	Evaluation of Resonance Phenomena in Chaotic States through Typical Routes to Chaos Proceedings of 2015 International Symposium on Nonlinear Theory and its Applications (NOLTA2015) pp.435-438 (Collaboration) 2015/12
100.	Article	Stochastic Resonance Effects in Izhikevich Neural System with Spike-timing Dependent Plasticity Proceedings of 2015 Annual Conference of the Society of Instrument and Control Engineers (SICE2015) (Collaboration) 2015/07
101.	Article	Chaotic States Induced By Resetting Process In Izhikevich Neuron Model Journal of Artificial Intelligence and Soft Computing Research 5(2),pp.109-119 (Collaboration) 2015/04
102.	Article	Analysis of routes to chaos in Izhikevich neuron model with resetting process Proceedings of SCIS-ISIS2016 pp.813-818 (Collaboration) 2014/12
103.	Article	Low-frequency in the Default Mode Brain Network from Spiking Neuron Model GSTF Journal on Computing 3(1) (Collaboration) 2013/03
104.	Article	Signal Response in Velarde-Llinas Model of Inferior Olive Neuron IEICE Transaction A pp.1-11 (Collaboration) 2013/01
105.	Article	Chaotic Resonance by Chaotic Attractors Merging in Discrete Cubic Map and Chaotic Neural Network IEICE Transaction A pp.357-366 (Collaboration) 2012/04
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■ Home Page

https://www.lib.it-chiba.ac.jp/cithp/KgApp?resId=S000433

■ Committee and society

2022/04/24～2023/09/23

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