Publications

Domestic Journal Paper

Yumi Otomura, Akemi Murakami, Eriko Asami, Koji Shimatani, Keisuke Shima, Hiroko Fujii
Diagnosis of infantile occipital tuberosity slippage in midwive
Japan Academy of Midwifery, Vol. 39, No. 1, pp. 15-26, 8 January, 2025 (in Japanese)
DOI: 10.3418/jjam.JJAM-2024-0027

Sougo Horimatsu, Kensuke Takenaka, Hiroki Funo, Takayuki Mukaeda, and Keisuke Shima
Interface Operation of Five-finger Combined Movement with Recurrent NACGMN
Transactions of the Society of Instrument and Control Engineers, Vol. 60, No. 12, pp. 656-664, 26 December, 2024 (in Japanese)
DOI: 10.9746/sicetr.60.656
Ryota Kashiwagi, Takayuki Mukaeda, Keisuke Shima
A Gaussian Mixture Classification Model with Unlearned-class Detection for FPGA Implementation and Application for Classification of Combined Motions
Transactions of the Society of Instrument and Control Engineers, Vol. 60, No. 6, pp. 397-406, June, 2024 (in Japanese)
DOI: 10.9746/sicetr.60.397

Koji Shimatani, Keisuke Shima, and Mami Sakata
Postural control of children grasping the string of a floating balloon—An attempt to support infant walking acquisition—
Baby Science, Vol. 21, pp. 40-48, March, 2022 (in Japanese)
URL: https://jsbs.gr.jp/LEARNED/21.html

Tsubasa Komiyama, Takayuki Mukaeda, and Keisuke Shima
EMG control of a five-finger-driven robotic hand based on a probabilistic neural network incorporating a mixture of complementary event distributions
Transactions of the Society of Instrument and Control Engineers, Vol. 57, No. 12, pp. 504-510, 18 December, 2021 (in Japanese)
DOI: 10.9746/SICETR.57.504

Takayuki Mukaeda and Keisuke Shima
Neural Network for Estimating Unlearned Classes Based on Mixed Complementary Distribution
Transactions of the Society of Instrument and Control Engineers, Vol. 54, No. 1, pp. 9-15, 19 December, 2020 (in Japanese)
DOI: 10.9746/sicetr.56.532
※ 2021 Society of Instrument and Control Engineers Paper Award & Tomoda Award
Toya Kamijo, Mami Sakata, Keisuke Shima, and Koji Shimatani
Evaluation of Virtual Light Touch Phenomenon through Vibration Stimulation Control Based on Body Sway
Journal of Biomechanical Engineering, Vol. 58, No. 1, pp. 39-46, 10 March, 2020 (in Japanese)
DOI: 10.11239/jsmbe.58.39

Mami Sakata, Keisuke Shima, and Koji Shimatani
Human Standing Control Model Based on Sensory Reweighting Aiming to Reproduce the Light Touch Phenomenon
Transactions of the Society of Instrument and Control Engineers, Vol. 55, No. 11, pp. 674-682, 20 November, 2019 (in Japanese)
DOI: 10.9746/sicetr.55.674

Kenichiro Shishido, Satoshi Tanaka, Koji Shimatani, Shusaku Kanai, Keisuke Shima, Tomoki Ouchida, and Mika Okubo
Gait Characteristics of Stroke Hemiplegia Patients in Turning Tasks — Analysis Using Accelerometers —
Rigaku Ryoho Kagaku, Vol. 33, No. 2, pp. 229-234, 27 April, 2018 (in Japanese)
DOI: 10.1589/rika.33.229
Takayuki Mukaeda and Keisuke Shima
Estimation of Untrained Classes Based on Hidden Markov Model and Identification of Time-Series Biological Signals
Transactions of the Society of Instrument and Control Engineers, Vol. 54, No. 1, pp. 9-15, 30 January, 2018 (in Japanese)
DOI: 10.9746/sicetr.54.9

Keisuke Shima, Hiroaki Hanai, and Koji Shimatani
Electromyogram-Driven Human-Human Interface Based on Functional Electrical Stimulation and Motion Estimation
Transactions of the Society of Instrument and Control Engineers, Vol. 53, No. 1, pp. 41-47, 31 January, 2017 (in Japanese)
DOI: 10.9746/sicetr.53.41

Mami Sakata, Keisuke Shima, and Koji Shimatani
Standing Function Evaluation System Utilizing Virtual Light Touch Contact
Transactions of the Society of Instrument and Control Engineers, Vol. 52, No. 8, pp. 437-445, 31 August, 2016 (in Japanese)
DOI: 10.9746/sicetr.52.437

Keisuke Shima, Junichi Imagi, Hideaki Hayashi, Taro Shibanoki, Yuichi Kurita, and Toshio Tsuji
Proposal of an Untrained-Class Estimation Neural Network and Its Application to Myoelectric Prosthetic Hand Control
Journal of the Robotics Society of Japan, Vol. 33, No. 4, pp. 275-284, 15 May, 2015 (in Japanese)
DOI: 10.7210/jrsj.33.275

Ryo Migita, Koji Shimatani, Taro Shibanoki, Yuichi Kurita, Keisuke Shima, and Toshio Tsuji
A marker-less monitoring system for behavior analysis of infant using video image
Journal of Growth and Development Research, Vol. 2014, No. 65, pp. 1-7, 1 November, 2014 (in Japanese)
DOI: 10.5332/hatsuhatsu.2014.65_1
Shota Nakajima, Ryo Migita, Hideaki Hayashi, Taro Shibanoki, Keisuke Shima, Koji Shimatani, Mikiya Nakatsuka, Akihito Takeuchi, Shin Nakamura, Yuichi Kurita, and Toshio Tsuji
General Movements Diagnostic Support System for Evaluating Neonatal Spontaneous Movement
Transactions of the Society of Instrument and Control Engineers, Vol. 50, No. 9, pp. 684-692, 30 September, 2014 (in Japanese)
DOI: 10.9746/sicetr.50.684
Hideaki Hayashi, Keisuke Shima, Taro Shibanoki, Yuichi Kurita, and Toshio Tsuji
Dimensionality-Reduced Recurrent Probabilistic Neural Network Based on Time-Series Discriminant Component Analysis
Transactions of the Society of Instrument and Control Engineers, Vol. 50, No. 4, pp. 356-365, 30 April, 2014 (in Japanese)
DOI: 10.9746/sicetr.50.356

Keisuke Shima, Yuki Yamaguchi, Taro Shibanoki, Toshio Tsuji, Akihiko Kandori, Yuko Sano, and Saburo Sakoda
Finger Tapping Motor Function Evaluation and Classification of Parkinson's Disease Patients Using Factor Analysis
Transactions of the Society of Instrument and Control Engineers, Vol. 49, No. 10, pp. 975-981, October, 2013 (in Japanese)
DOI: 10.9746/sicetr.49.975
Keisuke Shima, Takahiro Marumoto, Taro Shibanoki, Yuichi Kurita, Toshio Tsuji, Akihiko Kandori, Yuko Sano, Masao Yoshisu, and Saburo Sakoda
CPG Synergy Hypothesis: Proposal of a CPG Synergy Model Capable of Generating Non-Stationary Rhythmic Signals and Its Application to Finger Tapping Motion Representation
Transactions of the Society of Instrument and Control Engineers, Vol. 49, No. 7, pp. 688-695, July, 2013 (in Japanese)
DOI: 10.9746/sicetr.49.688
Keisuke Shima, Yuki Hiramatsu, Taro Shibanoki, and Toshio Tsuji
Bilateral Motion Classification Method Using Simultaneous Posterior Probability Estimation Neural Network
Transactions of the Society of Instrument and Control Engineers, Vol. 49, No. 5, pp. 568-575, 31 May, 2013 (in Japanese)
DOI: 10.9746/sicetr.49.568