Fukushima Makoto

Affiliation and department：
Job title： Associate Professor
Homepage URL (2)： https://sites.google.com/site/mfukushimawebjp , https://sites.google.com/site/mfukushimaweb

Research field (4)： Basic brain sciences , Neuroscience - general , Soft computing , Intelligent informatics

Research theme for competitive and other funds (9)：

2024 - 2025 An analysis of the function of the brain connectome using machine learning tasks
2021 - 2024 Identification of spatiotemporal brain activity patterns triggering global state changes in functional brain networks
2020 - 2022 Simulation analysis and interspecies comparison of neural communication over macroscopic structural brain connections
2020 - 2021 Network analysis of multiscale structural and functional connectome data
2020 - 2021 Integrative analysis of the spatiotemporal dynamics of brain activity and functional connectivity

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Papers (10)：

Makoto Fukushima, Kenji Leibnitz. Effects of packetization on communication dynamics in brain networks. Network Neuroscience. 2024. 8. 2. 418-436
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. 2021. 118. 46. e2109380118
Makoto Fukushima, Olaf Sporns. Structural determinants of dynamic fluctuations between segregation and integration on the human connectome. Communications Biology. 2020. 3. 606
Kirsten Hilger, Makoto Fukushima, Olaf Sporns, Christian J. Fiebach. Temporal stability of functional brain modules associated with human intelligence. Human Brain Mapping. 2020. 41. 2. 362-372
Makoto Fukushima, Olaf Sporns. Comparison of fluctuations in global network topology of modeled and empirical brain functional connectivity. PLOS Computational Biology. 2018. 14. 9. e1006497

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MISC (4)：

Makoto Fukushima, Kenji Leibnitz. Comparison of message-switched and packet-switched communication simulated on the human connectome. In: Proc. 46th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2024). 2024. 4 pages
Ryo Nishimura, Makoto Fukushima. Comparing connectivity-to-reservoir conversion methods for connectome-based reservoir computing. In: Proc. International Joint Conference on Neural Networks (IJCNN 2024). 2024. 8 pages
Makoto Fukushima. Functional connectivity. Brain Science Dictionary (Japanese-language online encyclopedia of neuroscience). 2021
Makoto Fukushima, Okito Yamashita, Thomas R. Knösche, Masa-aki Sato. MEG source reconstruction constrained by diffusion MRI based whole brain dynamical model. In: Proc. 10th IEEE International Symposium on Biomedical Imaging (ISBI 2013). 2013. 1002-1005

Books (1)：

Advanced state space methods for neural and clinical data
Cambridge University Press 2015 ISBN:9781107079199

Lectures and oral presentations (60)：

Empirical validation of propagation strategies as a model of interareal communication dynamics in the connectome
(34th Annual Conference of the Japanese Neural Network Society 2024)
Effects of packetization on signal propagation simulated on the human connectome
(Joint Meeting of the 47th Annual Meeting of the Japan Neuroscience Society, the 67th Annual Meeting of the Japanese Society for Neurochemistry, and the 46th Annual Meeting of the Japanese society of Biological Psychiatry 2024)
Neural basis of decision making in naturally complex environment
(Joint Meeting of the 47th Annual Meeting of the Japan Neuroscience Society, the 67th Annual Meeting of the Japanese Society for Neurochemistry, and the 46th Annual Meeting of the Japanese society of Biological Psychiatry 2024)
Exploring structural determinants of dynamic fluctuations between segregated and integrated functional connectivity patterns
(NIPS International Workshop 2024-Exploring and understanding large-scale brain dynamics by data-driven approaches 2024)
Evaluating the repeatability and validity of community detection in functional brain networks
(30th Annual Meeting of the Organization for Human Brain Mapping (OHBM 2024) 2024)

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Education (2)：

2009 - 2014 Graduate School of Information Science, Nara Institute of Science and Technology (Ph.D. awarded in March 2014)
2005 - 2009 Department of Systems Science, School of Engineering Science, Osaka University (Biophysical Engineering Course from April 2006)

Professional career (1)：

Work history (6)：

2023/04 - 現在 Data Analytics and Modeling Laboratory, School of Informatics and Data Science / Graduate School of Advanced Science and Engineering, Hiroshima University Associate Professor
2019/09 - 2023/03 Mathematical Informatics Laboratory, Division of Information Science, Graduate School of Science and Technology, Nara Institute of Science and Technology Assistant Professor
2018/04 - 2019/08 Neural Information Engineering Laboratory, Center for Information and Neural Networks, National Institute of Information and Communications Technology JSPS Research Fellow
2015/04 - 2018/03 Computational Cognitive Neuroscience Laboratory, Department of Psychological and Brain Sciences, Indiana University Postdoctoral Fellow
2014/04 - 2015/03 Department of Computational Brain Imaging, Neural Information Analysis Laboratories, Advanced Telecommunications Research Institute International Researcher

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Awards (6)：

2018/04 - Japan Society for the Promotion of Science Research Fellowship for Young Scientists (PD)
2016/04 - Japan Society for the Promotion of Science Postdoctoral Fellowship for Research Abroad
2015/03 - Advanced Telecomunications Research Institute International Research and Development Award
2014/12 - The Uehara Memorial Foundation Postdoctoral Fellowship
2011/05 - Japan Student Services Organization Exemption from Repayment of Scholarship Loans

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