論文
公開件数:64件
No. 種別 査読の有無 標題 単著・共著区分 著者 誌名 巻号頁 出版日 ISSN DOI URL
1 一般論文

Steady-State Visual Evoked Potential Classification Using
Complex Valued Convolutional Neural Networks
共著
Akira Ikeda and Yoshikazu Washizawa
Sensors
21, 5309-
2021/08/06



2 一般論文

Learning Subspace Classification Using Subset Approximated Kernel Principal Component Analysis

Y. Washizawa
IEICE Transactions ED
E99-D/ 5
2016



3 一般論文

An N100-P300 Spelling Brain-Computer Interface with Detection of Intentional Control
共著
H. Sato and Y. Washizawa
Computers
4/ 4:31
2016/12/02



4 一般論文

Discriminative Metric Learning on Extended Grassmann Manifold for Classification of Brain Signals
単著
Y. Washizawa
IEICE Trans. Fundamentals of Electronics, Communications and Computer Sciences (EA)
E99-A/ 4, 880-883
2016/04



5 一般論文

Multiple kernel learning for quadratically constrained MAP classification

Y. Washizawa, T. Yokota, and Y. Yamashita
IEICE Trans. Information and Systems
E97-D/ 5, 1340-1344
2014/05/01
0916-8532

URL
6 一般論文

Mahalanobis distance on extended Grassmann manifolds for variational pattern analysis

Y. Washizawa and S. Hotta
IEEE Trans. Neural Networks and Learning Systems
25/ 11, 1980-1990
2014/01/30
2162-237X
10.1109/TNNLS.2014.2301178
URL
7 一般論文

Electroencephalographic gamma-band activity and music perception in musicians and non-musicians

Y. Urakami, K. Kawamura, Y. Washizawa, and A. Cichocki
Activitas Nervosa Superior Rediviva
44/ 4, 149-157
2013/12



8 一般論文

音楽認知におけるγ活動の意義―意識・認知との関連から

浦上裕子,川村光毅,鷲沢嘉一,日吉和子,アンジェイ チホツキ
臨床神経生理学会誌
41/ 3, 209-219
2013/08



9 一般論文

Adaptive subset kernel principal component analysis for time-varying patterns

Y. Washizawa
IEEE Trans. Neural Networks and Learning Systems
23/ 12, 1961-1973
2012



10 一般論文

Feature extraction using constrained approximation and suppression

Y. Washizawa
IEEE Trans. Neural Networks
21/ 2, 201--210-
2010



11 一般論文

Kernel Wiener filter and its application to pattern recognition

H. Yoshino, D. Chen, Y. Washizawa, and Y. Yamashita
IEEE Trans. on Neural Networks
21/ 11, 1719--1730-
2010



12 一般論文

Blind extraction of global signal from multi-channel noisy observations

Y. Washizawa, Y. Yamashita, T. Tanaka, and A. Cichocki
IEEE Trans. Neural Networks
21/ 9, 1472--1481-
2010/09



13 一般論文

Sparse blind identification and separation by using adaptive K-orthodrome clustering

Y. Washizawa and A. Cichocki
Neurocomputing
71/ 10-12, 2321-2329
2007



14 一般論文

Simultaneous pattern classification and multidomain association using self-structuring kernel memory networks

T. Hoya and Y. Washizawa
IEEE Trans. Neural Networks
18/ 3, 732-744
2007/03



15 一般論文

Kernel projection classifiers with suppressing feature of other classes

Y. Washizawa and Y. Yamashita
Neural Computation
18/ 8, 1932-1950
2006



16 招待論文

Noninvasive BCIs: Multiway signal-processing array decompositions

A. Cichocki, Y. Washizawa, T. Rutkowski, H. Bakardjian, A.-H. Phan, S. Choi, H. Lee, Q. Zhao, L. Zhang, Y. Li
Computer
41/ 10, 34--42-
2008



17 国際会議プロシーディングス等

EEG Analysis of Nursing Touch for Frustrating Work
共著
Takashi Muramatsu, Yoshikazu Washizawa, and Kazuko Hiyoshi
Proc. of 2020 IEEE 2nd Global Conference on Life Science and Technologies
0
2020/03



18 国際会議プロシーディングス等

Spontaneous EEG Classification Using Complex Valued Neural Network
共著
A. Ikeda and Y. Washizawa
26th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Society (ICONOP)
0
2019



19 国際会議プロシーディングス等

Discriminative sparse representation learning using multiclass hinge loss

R. Kamiya and Y. Washizawa
Proc. APSIPA Annual Summit and Conference 2018
accepted, 0-0
2018



20 国際会議プロシーディングス等

Restoration of dry electrode EEG using deep convolutional neural network

Y. Kojoma and Y. Washizawa
Proc. APSIPA Annual Summit and Conference 2018
accepted, 0-0
2018



21 国際会議プロシーディングス等

EEG based automatic music recommendation system using ranking deep artificial neural network

H. Itoga, Y. Washizawa, and Y. Urakami
Proc. 8th International Congress of Pathophysiology
0/ 0, 0-0
2018



22 国際会議プロシーディングス等

Music training is associated with magnetoencephalographic gamma- and alpha-band oscillation binding with attention and consciousness.
共著
Y. Urakami and Y. Washizawa
Proc. of 8th International Congress of Pathophysiology (ICP 2018)
0/ 0, 0-0
2018/09



23 国際会議プロシーディングス等

Ranking deep neural network for automatic music recommendation system using EEG
共著

H. Itoga, Y. Washizawa, and Y. Urakami
0/ 0, 0-0
2018/03



24 国際会議プロシーディングス等

Asynchronous stimulation method for N100-P300 Speller
共著
N. Morita and Y. Washizawa
in Proceedings of the 6th International Conference on Cognitive
Neurodynamics (ICCN2017)
0/ 0, 0-0
2017/08



25 国際会議プロシーディングス等

A Comparison of Pseudo Noise Coding and Mixed Frequency Phase Coding for Visual Evoked Potential Brain Computer Interface
共著
J. Sato and Y. Washizawa
in Proceedings of the 2017 RISP International Workshop on Nonlinear Circuits, Communications and Signal Processing (NCSP)
1, 85-88
2017/03



26 国際会議プロシーディングス等

Neural decoding of code modulated visual evoked potentials by spatio-temporal inverse filtering for brain computer interfaces
共著
J. Sato and Y. Washizawa
in Proceedings of the 38th Annual International
Conference of the IEEE Engineering in Medicine and Biology Sciety
(EMBC 2016)
1/ 1, 1-1
2016



27 国際会議プロシーディングス等

Channel Selection for Brain Signal Classification by Correlated and Penalized Automatic Relevance Determination
共著
R. Togashi and Y. Washizawa
The Irago Conference 2015
accepted
2015



28 国際会議プロシーディングス等

Channel Selection for Brain Signal Classification by Penalized Automatic Relevance Determination
共著
R. Togashi and Y. Washizawa
APSIPA ANC 2015
accepted
2015



29 国際会議プロシーディングス等

Sign Language Recognition with Depth and Colour Sensor by Using Microsoft Kinect,

P. Usachokcharoen, K. Pasupa, and Y. Washizawa
IEEE International Conference on Signal and Image Processing Applications.
accepted
2015



30 国際会議プロシーディングス等

Spatial filter for short period code modulation visual evoked potentials in brain computer interfaces
共著
J. Sato and Y. Washizawa
Proceedings of the 30th International Technical Conference on Circuits/Systems, Computers and Communications (ITC-CSCC 2015)
23-26
2015



31 国際会議プロシーディングス等

Vibrotactile brain-computer interface with error-detecting codes

S. Apichartstaporn, K. Pasupa, and Y. Washizawa
Proc. of the 5th International Conference on Cognitive Neurodynamics
accepted-
2015



32 国際会議プロシーディングス等

Metrics of Grassmannian representation in reproducing kernel Hilbert space for variational pattern analysis
単著
Y. Washizawa
Proc. of the 40th International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2015
accepted-
2015



33 国際会議プロシーディングス等

Reliability-based Automatic Repeat Request for Short Code Modulation Visual Evoked Potentials in Brain Computer Interfaces
共著
J. Sato and Y. Washizawa
Proceedings of the 37th Annual International Conference on the IEEE Engineering in Medicine and Biology Society (EMBC)
562-565
2015/08



34 国際会議プロシーディングス等

Bayesian delay time estimation of brainwaves using N100 response in tactile-force brain-computer interface
共著
R. Togashi and Y. Washizawa
Proc of SCIS and ISIS
accepted, 1-1
2014



35 国際会議プロシーディングス等

Bayesian delay time estimation of brain signal using N100 response for auditory BCI

R. Togashi and Y. Washizawa
Prof. of APSIPA ASC
accepted
2014



36 国際会議プロシーディングス等

N100-P300 Speller BCI with detection of user's input intention
共著
H. Sato and Y. Washizawa
Proc. of 6th International Brain-Computer Interface Conference
242-245
2014



37 国際会議プロシーディングス等

A novel EEG-based spelling system using N100 and P300
共著
H. Sato and Y. Washizawa
Proc. 25th European Medical Informatics Conference (MIE 2014)
428-432
2014/08/31



38 国際会議プロシーディングス等

On investigating efficient methodology for environmental sound recognition
共著
C. Ruiz-Martinez, M.T. Akhtar, Y. Washizawa, and E. Escamilla-Hernandez
Proc. of ISPACS 2013
210-214
2013



39 国際会議プロシーディングス等

Gamma-activity in the frontal lobe; represent self-consciousness and sustained attention of musicians and traumatic brain injured patients,

Y. Urakami, K. Kawamura, Y. Washizawa, K. Hiyoshi, and A. Cichocki,
Joint Annual Meeting ECNS-ISBET-ISNIP-EPIC
36-
2013



40 国際会議プロシーディングス等

Single trial BCI classification accuracy improvement for the novel virtual sound motion based spatial auditory paradigm

Y. Lelievre, Y. Washizawa, and T.M. Rutkowski,
Proc. of APSIPA Annual Summit and Conference 2013
365
2013



41 国際会議プロシーディングス等

Gamma-band activity; role of music perception in the brain

Yuko Urakami, Yoshikazu Washizawa, Koki Kawamura, Kazuko Hiyoshi, Andrzej Cichocki
Proc. of the 19th Annual Meeting of the Organization for Human Brain Mapping
3557
2013



42 国際会議プロシーディングス等

Feature extraction of P300 signal using Bayesian delay time estimation,

R. Togashi and Y. Washizawa,
Proc. of Signal and Information Processing Association Annual Summit and Conference (APSIPA), 2013 Asia-Pacific
233, 1-5
2013/10/29

10.1109/APSIPA.2013.6694191

43 国際会議プロシーディングス等

Toward multi-command auditory brain computer interfacing using speech stimuli

S. Yoshimoto, Y. Washizawa, T. Tanaka, H. Higashi, and J. Tamura
Proc. of APSIPA Annual Summit and Conference 2012
1-4
2012/12



44 国際会議プロシーディングス等

Mahalanobis Distance On Grassmannian Manifold And Its Application To Brain Signal Processing

Yoshikazu Washizawa, Seiji Hotta
Proc. of IEEE International Workshop on Machine Learning for Signal Processing
0/ 0, 0-
2012/09



45 国際会議プロシーディングス等

Adaptive kernel principal components tracking

T. Tanaka, Y. Washizawa, A. Kuh
Proc. of 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2012)
1905-1908
2012/03



46 国際会議プロシーディングス等

EEG Auditory Steady State Responses Classification for the Novel BCI

Higashi, Hiroshi, Rutkowski, Tomasz, Washizawa, Yoshikazu, Cichocki, Andrzej, Tanaka, Toshihisa

FrA3.5-
2011



47 国際会議プロシーディングス等

Trace norm regularization and application to tensor based feature extraction

Y. Washizawa
Lecture Notes in Computer Science
6469, 404-413
2011



48 国際会議プロシーディングス等

Centered subset kernel PCA for denoising

Y. Washizawa and M. Tanaka
Lecture Notes in Computer Science
6469, 354--363-
2011



49 国際会議プロシーディングス等

Tensor based simultaneous feature extraction and sample weighting for EEG classification

Y. Washizawa, H. Higashi, T. Rutkowski, T. Tanaka, A. Cichocki
Lecture Notes in Computer Science
6444, 26-33
2010



50 国際会議プロシーディングス等

Blind source extraction using spatio-temporal inverse filter

Y. Washizawa , Y. Yamashita, A. Cichocki
in Proc. of 2009 IEEE International Symposium on Circuits and Systems (ISCAS 2009)
2786-2789
2009



51 国際会議プロシーディングス等

Pattern classification on local metric structure

Y. Washizawa
in Proc. of 10th International Conference on Document Analysis and Recognition (ICDAR 2009)
471-475
2009



52 国際会議プロシーディングス等

Subset kernel principal component analysis

Y. Washizawa
In Proc. of 2009 IEEE International Workshop on Machine Learning (MLSP 2009)
1-6
2009



53 国際会議プロシーディングス等

Subset kernel PCA for pattern recognition

Y. Washizawa
in Proc. of Subspace 2009 Workshop in Conjunction with the 12th IEEE International Conference on Computer Vision (ICCV 2009)
162-169
2009



54 国際会議プロシーディングス等

Imagery movement paradigm user adaptation improvement with quasi-movements phenomenon

H. Higashi, T.M. Rutkowski, Y. Washizawa , T. Tanaka, A. Cichocki
in Advances in Cognitive Neurodynamics ICCN 2009 Proceedings of
the International Conference on Cognitive Neurodynamics
2, 677-681
2009



55 国際会議プロシーディングス等

Blind global source extraction from noisy observations

Y. Washizawa , Y. Yamashita, T. Tanaka, A. Cichocki
in Proc. of 2008 RISP International Workshop on Nonlinear Circuits and Signal Processing (NCSP'08)
184-187
2008



56 国際会議プロシーディングス等

Robust boundary learning for multi-class classification problems

Y. Washizawa, S. Hotta
in Proc. of 1st IAPR Workshop on Cognitive Information Processing (CIP 2008)
188-193
2008



57 国際会議プロシーディングス等

Regularization vs. rank reduction in quadratic classifiers

Y. Washizawa
Proc. of 8th Asian Conference on Computer Vision (ACCV 2007)
108-115
2007



58 国際会議プロシーディングス等

Extraction of steady state visually evoked potential signal and estimation of distribution map from EEG data

Y. Washizawa, Y. Yamashita, T. Tanaka, A. Cichocki
in Proc. of 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC2007)
5449-5452
2007



59 国際会議プロシーディングス等

On-line K-plane clustering learning algorithm for sparse component analysis

Y. Washizawa, A. Cichocki
Proc. of 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2006)
681-684
2006



60 国際会議プロシーディングス等

Non-linear Wiener filter in reproducing kernel Hilbert space

Y. Washizawa, Y. Yamashita
Proc. of 18th International Conference on Pattern Recognition (ICPR2006)
967-970
2006



61 国際会議プロシーディングス等

A flexible method for envelope estimation in empirical mode decomposition

Y. Washizawa, T. Tanaka, D. Mandic, A. Cichocki
Lecture Notes in Computer Science
4253, 1248-1255
2006



62 国際会議プロシーディングス等

Kernel sample space projection classifier for pattern recognition

Y. Washizawa , Y. Yamashita
Proc. of 2004 International Conference on Pattern Recognition (ICPR2004)
435-438
2004



63 国際会議プロシーディングス等

Kernel relative principal component analysis for pattern recognition

Y. Washizawa, K. Hikida, T. Tanaka, Y. Yamashita
Lecture Notes in Computer Science
3188, 1105-1113
2004



64 解説

GNU Octave (前編,後編)

鷲沢 嘉一
映像情報メディア学会誌
65/ 5,6, 683-686, 790-793-
2011