Natsue Yoshimura

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 33

Top Topics

Regression Model

Logistic Regression

Automatic Relevance Determination

Top Venues

Frontiers Neuroinformatics

Publications

Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike, Okito Yamashita
Sparse Bayesian Correntropy Learning for Robust Muscle Activity Reconstruction from Noisy Brain Recordings. CoRR (2024)
Yusuke Ozawa, Natsue Yoshimura
Temporal Electroencephalography Traits Dissociating Tactile Information and Cross-Modal Congruence Effects. Sensors 24 (1) (2024)
Hikaru Tsunekawa, Yasuhisa Maruyama, Laura Alejandra Martínez-Tejada, Kazutoshi Hatakeyama, Tomohiro Suda, Chizu Wada, Takumi Inomata, Kimio Saito, Yuji Kasukawa, Naohisa Miyakoshi, Natsue Yoshimura
Spatial feature optimization through a genetic algorithm in a sensory-association-based brain-machine interface. AHs (2024)
Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike
Adaptive sparseness for correntropy-based robust regression via automatic relevance determination. IJCNN (2023)
Yuanhao Li, Badong Chen, Yuxi Shi, Natsue Yoshimura, Yasuharu Koike
Correntropy-Based Logistic Regression With Automatic Relevance Determination for Robust Sparse Brain Activity Decoding. IEEE Trans. Biomed. Eng. 70 (8) (2023)
Hyeonseok Kim, Makoto Miyakoshi, Yeongdae Kim, Sorawit Stapornchaisit, Natsue Yoshimura, Yasuharu Koike
Electroencephalography Reflects User Satisfaction in Controlling Robot Hand through Electromyographic Signals. Sensors 23 (1) (2023)
Yuanhao Li, Badong Chen, Okito Yamashita, Natsue Yoshimura, Yasuharu Koike
Adaptive sparseness for correntropy-based robust regression via automatic relevance determination. CoRR (2023)
Laura Alejandra Martínez-Tejada, Yuji Imakura, Ying-Tung Cho, Ludovico Minati, Natsue Yoshimura
Differential processing of intrinsic vs. extrinsic coordinates in wrist movement: connectivity and chronometry perspectives. Frontiers Neuroinformatics 17 (2023)
Yuanhao Li, Badong Chen, Yuxi Shi, Natsue Yoshimura, Yasuharu Koike
Correntropy-Based Logistic Regression with Automatic Relevance Determination for Robust Sparse Brain Activity Decoding. CoRR (2022)
Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike
Restricted Minimum Error Entropy Criterion for Robust Classification. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Zixuan Qin, Sorawit Stapornchaisit, Zixun He, Natsue Yoshimura, Yasuharu Koike
Multi-Joint Angles Estimation of Forearm Motion Using a Regression Model. Frontiers Neurorobotics 15 (2021)
Yuxi Shi, Gowrishankar Ganesh, Hideyuki Ando, Yasuharu Koike, Eiichi Yoshida, Natsue Yoshimura
Galvanic Vestibular Stimulation-Based Prediction Error Decoding and Channel Optimization. Int. J. Neural Syst. 31 (11) (2021)
Hiroyuki Kambara, H. Ogawa, Atsushi Takagi, Duk Shin, Natsue Yoshimura, Yasuharu Koike
Modulation of wrist stiffness caused by adaptation to stochastic environment. Adv. Robotics 35 (13-14) (2021)
Wataru Akashi, Hiroyuki Kambara, Yousuke Ogata, Yasuharu Koike, Ludovico Minati, Natsue Yoshimura
Vowel Sound Synthesis from Electroencephalography during Listening and Recalling. Adv. Intell. Syst. 3 (2) (2021)
Supat Saetia, Natsue Yoshimura, Yasuharu Koike
Constructing Brain Connectivity Model Using Causal Network Reconstruction Approach. Frontiers Neuroinformatics 15 (2021)
Wataru Akashi, Hiroyuki Kambara, Yousuke Ogata, Yasuharu Koike, Ludovico Minati, Natsue Yoshimura
Vowel Sound Synthesis from Electroencephalography during Listening and Recalling. Adv. Intell. Syst. 3 (2) (2021)
Hiroyuki Kambara, Atsushi Takagi, Haruka Shimizu, Toshihiro Kawase, Natsue Yoshimura, Nicolas Schweighofer, Yasuharu Koike
Computational reproductions of external force field adaption without assuming desired trajectories. Neural Networks 139 (2021)
Yuanhao Li, Badong Chen, Gang Wang, Natsue Yoshimura, Yasuharu Koike
Partial Maximum Correntropy Regression for Robust Trajectory Decoding from Noisy Epidural Electrocorticographic Signals. CoRR (2021)
Ludovico Minati, Korkut Kaan Tokgoz, Mattia Frasca, Yasuharu Koike, Jacopo Iannacci, Natsue Yoshimura, Kazuya Masu, Hiroyuki Ito
Distributed Sensing Via Inductively Coupled Single-Transistor Chaotic Oscillators: A New Approach and Its Experimental Proof-of-Concept. IEEE Access 8 (2020)
Hyeonseok Kim, Natsue Yoshimura, Yasuharu Koike
Assessment of event-related potential of independent components for intended direction classification. SMC (2020)
Enrico Piovanelli, Davide Piovesan, Shouhei Shirafuji, Natsue Yoshimura, Yousuke Ogata, Jun Ota
. BioRob (2020)
Laura Alejandra Martínez-Tejada, Alex Puertas González, Natsue Yoshimura, Yasuharu Koike
Videogame design as a elicit tool for emotion recognition experiments. SMC (2020)
Enrico Piovanelli, Davide Piovesan, Shouhei Shirafuji, Becky Su, Natsue Yoshimura, Yousuke Ogata, Jun Ota
Towards a Simplified Estimation of Muscle Activation Pattern from MRI and EMG Using Electrical Network and Graph Theory. Sensors 20 (3) (2020)
Laura Alejandra Martínez-Tejada, Yasuhisa Maruyama, Natsue Yoshimura, Yasuharu Koike
Analysis of Personality and EEG Features in Emotion Recognition Using Machine Learning Techniques to Classify Arousal and Valence Labels. Mach. Learn. Knowl. Extr. 2 (2) (2020)
Sorawit Stapornchaisit, Yeongdae Kim, Atsushi Takagi, Natsue Yoshimura, Yasuharu Koike
Finger Angle Estimation From Array EMG System Using Linear Regression Model With Independent Component Analysis. Frontiers Neurorobotics 13 (2019)
Ludovico Minati, Hiroyuki Ito, Alessio Perinelli, Leonardo Ricci, Luca Faes, Natsue Yoshimura, Yasuharu Koike, Mattia Frasca
Connectivity Influences on Nonlinear Dynamics in Weakly-Synchronized Networks: Insights From Rössler Systems, Electronic Chaotic Oscillators, Model and Biological Neurons. IEEE Access 7 (2019)
Ludovico Minati, Mattia Frasca, Natsue Yoshimura, Leonardo Ricci, Pawel Oswiecimka, Yasuharu Koike, Kazuya Masu, Hiroyuki Ito
Current-Starved Cross-Coupled CMOS Inverter Rings as Versatile Generators of Chaotic and Neural-Like Dynamics Over Multiple Frequency Decades. IEEE Access 7 (2019)
Yuanhao Li, Badong Chen, Natsue Yoshimura, Yasuharu Koike
Robust Logistic Regression against Attribute and Label Outliers via Information Theoretic Learning. CoRR (2019)
Duk Shin, Hiroyuki Kambara, Natsue Yoshimura, Yasuharu Koike
Control of a Robot Arm Using Decoded Joint Angles from Electrocorticograms in Primate. Comput. Intell. Neurosci. 2018 (2018)
Ludovico Minati, Mattia Frasca, Natsue Yoshimura, Yasuharu Koike
Versatile Locomotion Control of a Hexapod Robot Using a Hierarchical Network of Nonlinear Oscillator Circuits. IEEE Access 6 (2018)
Toshihiro Kawase, Natsue Yoshimura, Hiroyuki Kambara, Yasuharu Koike
Controlling an electromyography-based power-assist device for the wrist using electroencephalography cortical currents. Adv. Robotics 31 (1-2) (2017)
Becky Su, Shouhei Shirafuji, Tomomichi Oya, Yousuke Ogata, Tetsuro Funato, Natsue Yoshimura, Luca Pion-Tonachini, Scott Makeig, Kazuhiko Seki, Jun Ota
Source separation and localization of individual superficial forearm extensor muscles using high-density surface electromyography. MHS (2016)
Ludovico Minati, Natsue Yoshimura, Yasuharu Koike
Hybrid Control of a Vision-Guided Robot Arm by EOG, EMG, EEG Biosignals and Head Movement Acquired via a Consumer-Grade Wearable Device. IEEE Access 4 (2016)
Abdelkader Nasreddine Belkacem, Supat Saetia, Kalanyu Zintus-art, Duk Shin, Hiroyuki Kambara, Natsue Yoshimura, Nasreddine Berrached, Yasuharu Koike
Real-Time Control of a Video Game Using Eye Movements and Two Temporal EEG Sensors. Comput. Intell. Neurosci. 2015 (2015)
Abdelkader Nasreddine Belkacem, Duk Shin, Hiroyuki Kambara, Natsue Yoshimura, Yasuharu Koike
Erratum to "Online classification algorithm for eye-movement-based communication systems using two temporal EEG sensors" [Biomed. Signal Process. Control 16 (2015) 40-47]. Biomed. Signal Process. Control. 19 (2015)
Abdelkader Nasreddine Belkacem, Duk Shin, Hiroyuki Kambara, Natsue Yoshimura, Yasuharu Koike
Online classification algorithm for eye-movement-based communication systems using two temporal EEG sensors. Biomed. Signal Process. Control. 16 (2015)
Natsue Yoshimura, Koji Jimura, Charles Sayo DaSalla, Duk Shin, Hiroyuki Kambara, Takashi Hanakawa, Yasuharu Koike
Dissociable neural representations of wrist motor coordinate frames in human motor cortices. NeuroImage 97 (2014)
Natsue Yoshimura, Charles S. DaSalla, Takashi Hanakawa, Masa-aki Sato, Yasuharu Koike
Reconstruction of flexor and extensor muscle activities from electroencephalography cortical currents. NeuroImage 59 (2) (2012)
Sercan Taha Ahi, Natsue Yoshimura, Hiroyuki Kambara, Yasuharu Koike
Utilizing Fuzzy-SVM and a Subject Database to Reduce the Calibration Time of P300-Based BCI. ICONIP (2) (2010)