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Suguru Kanoga
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Are armband sEMG devices dense enough for long-term use?—Sensor placement shifts cause significant reduction in recognition accuracy
S Kanoga, A Kanemura, H Asoh
Biomedical Signal Processing and Control 60, 101981, 2020
382020
Analysis of prefrontal single-channel EEG data for portable auditory ERP-based brain–computer interfaces
M Ogino, S Kanoga, M Muto, Y Mitsukura
Frontiers in human neuroscience 13, 250, 2019
352019
Assessing the effects of voluntary and involuntary eyeblinks in independent components of electroencephalogram
S Kanoga, M Nakanishi, Y Mitsukura
Neurocomputing 193, 20-32, 2016
322016
Review of artifact rejection methods for electroencephalographic systems
S Kanoga, Y Mitsukura
Electroencephalography 69 (Nov), 69-89, 2017
282017
Eye blink artifact rejection in single-channel electroencephalographic signals by complete ensemble empirical mode decomposition and independent component analysis
S Kanoga, Y Mitsukura
2015 37th annual international conference of the IEEE engineering in …, 2015
252015
Multi-scale dictionary learning for ocular artifact reduction from single-channel electroencephalograms
S Kanoga, A Kanemura, H Asoh
Neurocomputing 347, 240-250, 2019
242019
Comparing subject-to-subject transfer learning methods in surface electromyogram-based motion recognition with shallow and deep classifiers
T Hoshino, S Kanoga, M Tsubaki, A Aoyama
Neurocomputing 489, 599-612, 2022
172022
Semi-supervised style transfer mapping-based framework for sEMG-based pattern recognition with 1-or 2-DoF forearm motions
S Kanoga, T Hoshino, H Asoh
Biomedical Signal Processing and Control 68, 102817, 2021
162021
Independent low-rank matrix analysis-based automatic artifact reduction technique applied to three BCI paradigms
S Kanoga, T Hoshino, H Asoh
Frontiers in Human Neuroscience 14, 173, 2020
152020
Subject transfer framework based on source selection and semi-supervised style transfer mapping for sEMG pattern recognition
S Kanoga, T Hoshino, H Asoh
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
152020
Assessing the effect of transfer learning on myoelectric control systems with three electrode positions
S Kanoga, A Kanemura
2018 IEEE International Conference on Industrial Technology (ICIT), 1478-1483, 2018
142018
Motor imagery classification of finger motions using multiclass CSP
M Kato, S Kanoga, T Hoshino, T Fukami
2020 42nd Annual International Conference of the IEEE Engineering in …, 2020
132020
Semi-supervised learning for auditory event-related potential-based brain–computer interface
M Ogino, S Kanoga, SI Ito, Y Mitsukura
IEEE Access 9, 47008-47023, 2021
102021
Robustness analysis of decoding SSVEPs in humans with head movements using a moving visual flicker
S Kanoga, M Nakanishi, A Murai, M Tada, A Kanemura
Journal of neural engineering 17 (1), 016009, 2019
102019
Eye-blink artifact reduction using 2-step nonnegative matrix factorization for single-channel electroencephalographic signals
S Kanoga, Y Mitsukura
Journal of Signal Processing 18 (5), 251-257, 2014
82014
Transfer learning over time and position in wearable myoelectric control systems
S Kanoga, M Matsuoka, A Kanemura
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
62018
A comparative study of features and classifiers in single-channel EEG-based motor imagery BCI
S Kanoga, A Kanemura, H Asoh
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2018
52018
Semi-simulation experiments for quantifying the performance of SSVEP-based BCI after reducing artifacts from trapezius muscles
S Kanoga, M Nakanishi, A Murai, M Tada, A Kanemura
2018 40th Annual International Conference of the IEEE Engineering in …, 2018
42018
Proposing an eye blink artifact rejection technique from single-channel EEG signal using positive semi-definite tensor factorization
S Kanoga, Y Mitsukura
IEEJ Transactions on Electronics, Information and Systems 135 (7), 848-855, 2015
42015
Subject-transfer framework with unlabeled data based on multiple distance measures for surface electromyogram pattern recognition
S Kanoga, T Hoshino, H Asoh
Biomedical Signal Processing and Control 74, 103522, 2022
32022
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