Fumikazu MIWAKEICHI
Associate Professor, Spatial and Time Series Modeling Group, Department of Statistical Modeling

 

E-mail:

miwake1

Personal
Homepage:

http://www.ism.ac.jp/~miwake1//

Date of Birth:

June, 1971

Education:

Doctor course, Department of Statistical Science, School of Mathematical and Physical Science, The Graduate University for Advanced Studies, 2001

Degree:

Ph.D., The Graduate Univ. for Advanced Studies, 2001

Employment:

2001               JSPS Research fellow, Department of Sleep Disorders Research Tokyo Institute of Psychiatry

2002-2004    Research fellow, Brain Science Institute, RIKEN

2004-present   Visiting Researcher, Department of Psychiatry, Jichi Medical School

2005-2007   Assistant Professor, Department of Medical System Engineering,

Faculty of Engineering, Chiba University

2007-2009      Assistant Professor, Department of Medical System,

Graduate School of Engineering, Chiba University

2009-present   Associate Professor, Department of Statistical Modeling,

The Institute of Statistical Mathematics

Honors &
Awards:

Outstanding scientific achievement in 1999, Cuban Science Academy, 2000

Research
Fields:

Spatio-temporal data analysis, Brain signal analysis

Research
Themes:

Membrane voltage imaging data analysis, Detection of abnormal epileptic blood flow, Measurement of brain function under game task


Selected Papers

(1) Kawai, S., Oku, Y., Okada, Y., Miwakeichi, F., Tamura Y., and Ishiguro M.: A novel statistical analysis of voltage-imaging data by structural time series modeling and its application to the respiratory neuronal network, Neuroscience Research, Mar 63(3), pp165-71, 2009

(2) Astolfi L., Bakardjian H., Cincotti F., Mattia D., Marciani M. C., Vico Fallani F. D., Colosimo A., Salinari S., Miwakeichi F., Yamaguchi Y., Martinez P., Cichocki A., Tocci A. and Babiloni F.: Estimate of Causality Between Independent Cortical Spatial Patterns During Movement Volition in Spinal Cord Injured Patients, Brain Topography, vol.19, No 3, pp107-123, 2007

(3) Bakardjian H., Cichockia A., Cincotti F., Mattia D., Babilonic F., Marciani M. C., Vico Fallani F. D., Miwakeichi F., Yamaguchi Y., Martinez P., Salinari S., Tocci A., and Astolfi L.: Estimate of Causality Between Cortical Spatial Patterns During Voluntary Movements in Normal Subjects, International Journal of Bioelectromagnetism , vol.8, No 1, pp1-18, 2006

(4) Nishida M., Uchida S., Hirai N., Miwakeichi F., Maehara T., Kawai K., Shimizu H. and Kato S.: High frequency activities in the human orbitofrontal cortex in sleep-wake cycle, Neuroscience Letters, May 6;379(2), pp110-5, 2005

(5) Miwakeichi F., Martínez-Montes E., Valdés-Sosa P. A., Nishiyama N., Mizuhara H. and Yamaguchi Y.: Decomposing EEG data into Space-Time-Frequency Components using Parallel Factor Analysis, NauroImage, 22 pp1035-1045, 2004

(6) Eduardo Martínez-Montes, Pedro A. Valdés-Sosa, Miwakeichi F., Goldman R. I. and Cohen M. S.: Concurrent EEG/fMRI Analysis by Multi-way Partial Least Squares, NauroImage, 22 pp1023-1034, 2004

(7) Miwakeichi F., Galka A., Uchida S., Arakaki H., Hirai N., Maehara T., Kawai K. and Shimizu H.: Impulse response function based on multivariate AR model can differentiate focal hemisphere in temporal lobe epilepsy, Epilepsy Research , 61 pp73–87, 2004

(8) Miwakeichi F., Ramirez-Padron R., Valdes-Sosa P. A. and Ozaki T.: A comparison of non-linear non-parametric models for epilepsy data, Computers in Biology and Medicine, 31. pp41-57 2001

 

Selected Publications
(1) Ishiguro,M., Kawai,S., Okada,Y., Oku,Y., Miwakeichi,F., Tamura,Y. and Lal,A. (2010). What Does the Multi-peaked Respiratory Output    

Pattern Tell Us About the Respiratory Pattern Generating Neuronal Network?, in 'New Frontiers in Respiratory Control( Eds. Homma,I.,

Onimaru,H. and Fukuchi,Y.), Advances in Experimental Medicine and Biology 669,163-166, DOI 10.1007/978-1-4419-5962-7_32, Supringer, New York Dordrecht Heidelberg London.

(2) Kawai S., Oku Y., Okada Y., Miwakeichi F., Ishiguro M., Tamura Y.: Parametric Modeling Analysis of Optical Imaging Data on Neuronal Activities in the Brain. In: Computational Neuroscience, Springer New York, In press

(3) Miwakeichi F., Valdes-Sosa P.A., Aubert-Vazquez E., Bayard J.B., Watanabe J., Mizuhara H., Yamaguchi Y.: Decomposing EEG data into Space-Time-Frequency Components using Parallel Factor Analysis and its relation with cerebral blood flow, In: Lecture Notes in Computer Science, Springer Berlin/Heidelberg, pp802-810, 2008

(4) Uchida S., Hirai N., Watanabe N., Miwakeichi F.,: Human medial temporal lobe gamma and beta-1 activities and their physiological

significance, In: Recent Advance in Human Brain Mapping: Proceedings of the 12th World Congress of the International Society for Brain Electromagnetic, Elsevier Science Pub Co., pp813-827, 2002

 

Membership of Academic Societies
Organization of Human Brain MappingJapan Human Brain Mapping Society,

Japan Statistical SocietyThe Physical Society of Japan, The Biophysical Society of Japan

The Institute of Electronics, Information and Communication Engineers

 

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