Bu Nan

ブナン | Bu Nan

Affiliation and department：

Research field (1)： Cognitive sciences

Research keywords (6)：パターン認識 , 時系列解析 , ニューラルネット、生体信号 , Pattern recognition , Bioelectric Signal , Nerral Net

Research theme for competitive and other funds (5)：

2019 - 2024 ウェアラブルヘルスモニタリングに向けたマルチスケール心拍変動解析・評価技術の開発
2019 - 2022 Spatial recognition based on deep learning and its application to sensory integrated myoelectric hand
2012 - 2015 Research on a Markerless Infant Movement Monitoring System
2008 - 2009 A Study on Intention Estimation using a Film Muscle Movement Sensor
・ニューラルネット・生体信号・時系列解析・パターン認識

Papers (75)：

Nan Bu. Investigation on Multi-lag Poincare Plot Expression in Mental Stress Evaluation with Ultra-short HRV Data. Proc. of The Twenty-Eighth International Symposium on Artificial Life and Robotics 2023. 2023. 410-414
Shogo Morita, Nan Bu. A Research on Force Estimation from EMG with a CNN-based Deep Model. Journal of Bioinformatics and Neuroscience. 2022. 8. 1. 418-424
Nan Bu, Shogo Morita. EMG-based Force Estimation with a CNN Deep Model during Biceps Curl Exercise. 2022 7th International Conference on Intelligent Informatics and Biomedical Science (ICIIBMS). 2022. 370-374
Nan Bu, Masato Uehara. Heart Rate Variability Measurement in a Wearable Device using Low Sampling Rates. 2022 IEEE 4th Global Conference on Life Sciences and Technologies (LifeTech). 2022. 259-262
N. Bu, M. Fukami, O. Fukuda. Pattern recognition of mental stress levels from differential RRI time series using LSTM networks. Proc. of 2021 IEEE 3nd Global Conf. on Life Sciences and Technologies (LifeTech 2021). 2021. 412-415

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MISC (11)：

MUKAEDA Takayuki, BU Nan. EMG motion classification based on Wavelet transformation. IEICE technical report. Welfare Information technology. 2014. 114. 261. 33-37
福田修, ト楠, 上野直広. 筋電義肢の制御則の違いが把握動作に与える影響の解析 (第30回バイオメカニズム学術講演会 SOBIM2009 予稿集). バイオメカニズム学術講演会予稿集. 2009. 30. 77-80
SHIMA Keisuke, OSAWA Yuko, BU Nan, TSUJI Tokuo, TSUJI Toshio, ISHII Idaku, MATSUDA Hiroshi, ORITO Kensuke, IKEDA Tomoaki, NODA Shunichi. A Marker-less Monitoring System for Movement Analysis of Infants Using Video Images. 2009. 45. 4. 224-232
NAN Bu. A hybrid motion classification approach for EMG-based human-robot interfaces using Bayesian and neural networks. IEEE Transactions on Robotics and Automation. 2009. 25. 3. 502-511
FUKUDA Osamu, UENO Naohiro, Bu Nan, IMAI Yusuke, Xu C. N. 1A1-G08 Modeling of a mechanoluminescence sensor using neural network. The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec). 2009. 2009. 0. _1A1-G08_1-_1A1-G08_3

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Lectures and oral presentations (3)：

ウェアラブルヘルスケアの時代に何を身に着けよう!?
(くまもと有機エレクトロニクス産業促進協議会講演会 2019)
An experimental study on sealing performance of a novel SUS316L metal gasket under 70 MPa hydrogen gas environment
(5th International Symposium on Advanced Fluid/Solid Science and Technology in Experimental Mechanics 2010)
EEG discrimination using wavelet packet transform and a reduced-dimensional recurrent neural network
(10th IEEE International Conference on Information Technology and Applications in Biomedicine (ITAB 2010) 2010)

Education (1)：

Professional career (1)：

Work history (3)：

2007/08 - 2010/03 産業技術総合研究所生産計測技術研究センター研究員
2005/10 - 2007/07 産業技術総合研究所実環境診断ラボ研究員
2005/04 - 2005/09 Hiroshima University Graduate School of Engineering, Artificial Complex Systems Engineering

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