| PUBLICATIONS (in chronological order) |
Demo video of aSSVEP-BCI control of robotic arm (WMV) Demo video of aSSVEP-BCI stimuli (WMV) Demo video of SSVEP-BCI: 4 designs (WMV) |
Journal Publications
Cavedo E, Lista S, Khachaturian Z, Aisen P, Amouye P, Herholz K, Jack CR, Sperling R, Cummings J, Blennow K, O’Bryant S, Frisoni GB, Khachaturian A, Kivipelto M, Klunk W, Broich K, Andrieu S, Thiebaut de Schotten M, Mangin J-F, Lammertsma A, Johnson K, Teipel S, Drzezga A, Bokde A, Colliot O, Bakardjian H, Zetterberg H, Dubois B, Vellas B, Schneider L, Hampel H, The road ahead to cure Alzheimer's Disease: Development of biological markers and neuroimaging methods for prevention trials across all stages and target populations, J Prev Alz Dis 2014;1(3):181-202.
http://www.jpreventionalzheimer.com/all-issues.html?a=2014&n=03
Hampel
H, Lista S, Teipel SJ, Garaci F, Nisticò R, Blennow K, Zetterberg H, Bertram L,
Duyckaerts C, Bakardjian H, Drzezga A, Colliot O, Epelbaum S, Broich K,
Lehéricy S, Brice A, Khachaturian ZS, Aisen PS, Dubois B, Perspective on Future
Role of Biological Markers in Clinical Therapy Trials of Alzheimer's Disease: A
Long-Range Point of View Beyond 2020, Biochemical Pharmacology, 2014, 88 (4): 426–449.
http://dx.doi.org/10.1016/j.bcp.2013.11.009
Di Stefano F, Epelbaum S, Cantet C, Andrieu S, Vellas B, Hampel H, Dubois B, Diagnostic and Prognostic Value of the Free and Cued Selective Reminding Test (FCSRT) in Subjects with Memory Complaints: A large-scale Community-based Multi-Center Study (GuidAge), Journal of Neurology, Neurosurgery, and Psychiatry, 2014, under review.
Tomita Y, Vialatte F-B, Dreyfus G, Mitsukura Y, Bakardjian H, Cichocki A, Bimodal BCI Using Simultaneously NIRS and EEG, IEEE Trans Biomed Eng, 2014, 61 (4):1274–84.
http://dx.doi.org/10.1109/TBME.2014.2300492
Hiyoshi-Taniguchi, K., Kawasaki, M., Yokota, T., Bakardjian, H., Fukuyama, H., Cichocki, A., & Vialatte, F. B. EEG Correlates of Voice and Face Emotional Judgments in the Human Brain. Cognitive Computation, 2013, 1-9.
http://dx.doi.org/10.1007/s12559-013-9225-0
Bakardjian
H, Tanaka T, Cichocki A, Emotional faces boost up steady-state visual responses
for brain-computer interface, NeuroReport 2011, 22(3):121-125.
http://dx.doi.org/10.1097/WNR.0b013e32834308b0
Bakardjian
H, Tanaka T, Cichocki A, Optimization of SSVEP brain responses with application
to eight-command Brain–Computer Interface, Neurosci Lett, 2010, 469(1):34-38.
http://dx.doi.org/10.1016/j.neulet.2009.11.039
Sano,
A., Bakardjian, H., Movement-Related Cortical Evoked Potentials Using Four-Limb
Imagery, Int J Neurosci 2009, 119(5):639-663.
http://dx.doi.org/10.1080/00207450802325561
Vialatte
F.-B., Bakardjian H., Rajkishore P., Cichocki A., EEG paroxysmal gamma waves
during Bhramari Pranayama: A yoga breathing technique, Consciousness and
Cognition, 2009, 18(4):977-988.
http://dx.doi.org/10.1016/j.concog.2008.01.004
Cichocki,
A., Washizawa, Y., Rutkowski, T.,
Bakardjian, H., Phan, A-H., Choi, S., Lee, H., Zhao, Q., Zhang, L., Li, Y.,
Noninvasive BCIs: Multiway Signal-Processing Array Decompositions, Computer,
vol. 41, no. 10, pp. 34-42, Oct., 2008.
http://doi.ieeecomputersociety.org/10.1109/MC.2008.431
Xu
J., Bakardjian H., Cichocki A., Principe J.C., A New Nonlinear Similarity
Measure for Multichannel Signals, Neural Networks, 2008, 21(2-3):222-231.
http://dx.doi.org/10.1016/j.neunet.2007.12.039
Astolfi
L., Bakardjian H., Cincotti F., Mattia D., Marciani M.G., De Vico Fallani F.,
Colosimo A., Salinari S., Miwakeichi F., Yamaguchi Y., Martinez P., Cichocki
A., Tocci A., Babiloni F., Estimate of causality between independent cortical
spatial patterns during movement volition in spinal cord injured patients,
Brain Topogr. 2007, 19(3):107-23.
http://dx.doi.org/10.1007/s10548-007-0018-1
Astolfi
L., Cincotti F., Mattia D., Babiloni F., Marciani M.G., Fallani F.D.V.,
Crocenzi M., Miwakeichi F., Yamaguchi Y., Martinez P., Salinari S., Tocci A.,
Bakardjian H., Vialatte F.B., Cichocki A., Removal of ocular artifacts for high
resolution EEG studies: a simulation study, International Journal of
Bioelectromagnetism 2007, 9(4):253-259.
http://ijbem.k.hosei.ac.jp/2006-/volume9/number4/090409.pdf
Martinez
P., Bakardjian H., Cichocki A., Fully-Online, Multi-Command Brain Computer
Interface with Visual Neurofeedback Using SSVEP Paradigm, J Comp Intell
Neurosci 2007; 2007:94561.
http://dx.doi.org/10.1155/2007/94561
Bakardjian
H., Cichocki A., Cincotti F., Mattia D., Babiloni F., Marciani MG, Fallani FDV,
Miwakeichi F, Yamaguchi Y, Martinez P, Salinari S, Tocci A, Astolfi L, Estimate
of Causality Between Cortical Spatial Patterns During Voluntary Movements in
Normal Subjects, International Journal of Bioelectromagnetism 2006, 8(1):pp.
II/1 - II/18.
http://ijbem.k.hosei.ac.jp/2006-/volume8/number1/htm/bakardji.htm
Bakardjian,
H., Uchida, A., Endo, H., Takeda, T., Magnetoencephalographic study of
speed-dependent responses in apparent motion, Clin Neurophysiol, vol.113,
pp.1586-1597, 2002.
http://dx.doi.org/10.1016/S1388-2457(02)00222-5
Kasabov
N., Bakardjian H., Zhang D., Song Q., Cichocki A., Leeuwen C.van, Evolving
Connectionist Systems for Adaptive Learning, Classification and Transition Rule
Discovery from EEG Data: A Case Study Using Auditory and Visual Stimuli, Intl J
Neur Sys, (in press).
Kazakova,
M., Bakardjian, H., Daskalov, I. Spectral Analysis of Cardiac Rhythm
Variability as a Method for the Investigation of Neurovegetative Regulation of
the Heart, Pediatrics, No.2, pp.125-132, 1993
Bakardjian,
H. Ventricular Beat Classifier Using Fractal Number Clustering, Med. &
Biol. Eng. & Comput., vol.30, pp.495-502, 1992
http://dx.doi.org/10.1007/BF02457828
http://www.springerlink.com/content/b40662141u819h27/
Undjian,
S., Bakardjian, H. Determination of the Surgical Resection Volume by Children's
Cerebelar Tumors, X-Ray and Radiology,
No.3, pp.224-229, 1991
Patents
Bakardjian,
H., Martinez, P., Cichocki, A., Robust Multi-Command SSVEP-Based Brain-Machine
Interface Without Training using Small Moving or Stationary Patterns, Japanese
Patent Ref#22385, 2008
Book Chapters
Georgiev,
P., Theis, F., Cichocki A., Bakardjian, H., Sparse Component Analysis: a New
Tool for Data Mining, In: Pardalos, Panos M.; Boginski, Vladimir L.;
Vazacopoulos, Alkis (Eds.), Data Mining in Biomedicine, Series: Springer
Optimization and Its Applications , Vol. 7, Springer, 2007, p.91-116.
http://www.springer.com/biomed/book/978-0-387-69318-7
Georgiev P., Cichocki A., Bakardjian
H., Optimization Techniques for Independent Component Analysis with
Applications to EEG Data, In: Pardalos, P.M., Sackellares, J.C., Carney, P.R.,
Iasemidis, L.D., (Eds.), Quantitative Neuroscience: Models, Algorithms,
Diagnostics, and Therapeutic Applications, Series: Biocomputing, Vol.2, Springer,
2004, p.53-68.
http://www.springer.com/engineering/biomedical+eng/book/978-1-4020-7751-7
Bakardjian,
H., Uchida, A., Endo, H., Takeda, T., Masuda, T., Influence of Location and
Displacement on Evoked Magnetic Responses to Apparent Motion and Flash Stimuli,
In: Yoshimoto, T., Kotani, M., Kuriki, S., Nakasato, N., Karibe, H., Eds.,
Recent Advances in Biomagnetism, Tohoku University press, 1998, p.557-560.
Conference Publications
Bakardjian H, Hampel H, Schindler R, Epelbaum S, Thiebaut de Schotten M, Lista S, Dubois B. Functional EEG Biomarker Battery for Early-Stage Prediction of Alzheimer's Disease in Asymptomatic-At-Risk Amyloid-Positive Elderly Individuals. Alzheimer’s Association International Conference (AAIC'2014), Copenhagen, Denmark, July 15, 2014.
Thiebaut de Schotten M, Bakardjian H, Lista S, Teipel S, Dyrba M, Filippi M, Frisoni GB, Fellgiebel A, Bokde A, Klöppel S, Froelich L, Barkhof F, Dubois B, Hampel H. Advanced Diffusion Weighting Imaging (DWI) Tractography of the limbic system: Novel biomarkers of neurodegenerative changes during progression/conversion from cognitive normality to AD dementia. Alzheimer’s Association International Conference (AAIC'2014), Copenhagen, Denmark, July 12, 2014.
Di Stefano F, Epelbaum S, Coley N, Cantet C, Bakardjian H, Lista S, Hampel H, Vellas B, Dubois B, Andrieu S. Free and Cued Selective Reminding Test (FCSRT) performance in the prediction of Alzheimer's disease dementia: Data from a large prevention trial (GuidAge). Alzheimer’s Association International Conference (AAIC'2014), Copenhagen, Denmark, July 15, 2014.
Bakardjian H, Dubois, B, Le stade asymptomatique de la maladie d’Alzheimer (MA) - Définition en électrophysiologie, 12ème Réunion Francophone sur la Maladie d’Alzheimer et les syndromes apparentés, Montpellier, France, June 13, 2014.
http://www.alzmontpellier2014.com/attachment/496137/
Hiyoshi-Taniguchi K, Kawasaki M, Yokota T, Bakardjian H, Fukuyama H, Vialatte F, Cichocki A. EEG alpha range dynamics for face and voice emotion in human brain. Society for Neuroscience Conference, San Diego, CA, USA, Nov 10, 2013.
Thorey
J, Adibpour P, Tomita Y, Gaume A, Bakardjian H, Dreyfus G, Vialatte FB, Fast
BCI Calibration - Comparing Methods to Adapt BCI Systems for New Subjects, Proc
of International Joint Conference on Computational Intelligence (IJCCI 2012),
663-669.
http://www.ijcci.org/Program/2012/Program_Saturday.htm
Hiyoshi-Taniguchi K, Kawasaki M, Yokota T, Bakardjian H, Fukuyama H, Vialatte FB, Cichocki A, EEG Beta Range Dynamics and Emotional Judgments of Face and Voices, Proc of International Joint Conference on Computational Intelligence (IJCCI 2012), 738-740.
http://www.ijcci.org/Program/2012/Program_Saturday.htm
Savova
R, Daskalov I, Bakardjian H, Mitov I, Kazakova M, Koprivarova K,
Konstantinova M, Arshinkova M, Angelova B, Popova G. Cardiac Autonomic
Neuropathy in Children with Diabetes Mellitus. ISPAD2012, Istanbul,
Turkey, Oct 10-13 2012.
http://ww2.ispad.org/ww2/2012-istanbul/PosterSessionsISPAD2012.pdf
Sahara
H, Hoya T, Bakardjian H, Cichocki, A, Efficient Identification of EMG Patterns
in Electroencephalograms by Multilinear Subspace Analysis, Proc of Signal and
Information Processing Symposium (SIP'2011), Sapporo, Japan, 16-18.Nov.2011.
http://www.ieice.org/~sip/symp/2011/?cmd=program#A1
Tomita
Y, Gaume A, Bakardjian H, Maurice M, Cichocki A, Yamaguchi Y, Dreyfus G,
Vialatte FB, Concatenation method for high-temporal resolution SSVEP-BCI, Proc
of International Conference on Neural Computation Theory and Applications
(NCTA'2011), Paris, France, 24-26.Oct.2011, pp. 444-452.
Bakardjian
H, Tanaka T, Cichocki A, Brain Control of Robotic Arm Using Affective
Steady-State Visual Evoked Potentials, IASTED International Conference on
Human-Computer Interaction (IASTED-HCI 2010), Hawaii, USA, pp.264-270.
http://www.actapress.com/Abstract.aspx?paperId=41302
Sato Y, Hoya T, Bakardjian H, Cichocki
A, Reduction of Broadband Noise In Speech Signals by Multilinear Subspace
Analysis, Proc. of InterSpeech2010 Conference (INTERSPEECH 2010), pp. 965-968, Makuhari,
Japan, Sept.26-30, 2010.
http://www.interspeech2010.org/program/session.php?id=1410
Maurice M, Vialatte F-B, Bakardjian H,
Cichocki A, Yamaguchi Y, Understanding brain information processing in the
visual system following flickering stimulation, Neuroscience Research (2009),
65 (Suppl1):S108.
(32nd Annual Meeting of the Japan
Neuroscience Society (Neuroscience 2009), Nagoya, Japan, Sept.16-18, 2009).
http://dx.doi.org/10.1016/j.neures.2009.09.489
Martinez P, Bakardjian H, Vallverdu M,
Cichocki A. Fast multi-command SSVEP brain machine interface without training.
Lecture Notes in Computer Science 2008; 5164:300-307. (Proc. of Intern. Conf.
on Artificial Neural Networks (ICANN2008), Prague, Czech
Republic, Sept 3-8, 2008).
http://dx.doi.org/10.1007/978-3-540-87559-8_31
Bakardjian H., Martinez P., Cichocki
A., Steady-state visual evoked responses as a reliable tool for an online
8-command brain-machine interface, Proc. of World Multi-Conference on
Systemics, Cybernetics and Informatics (WMSCI'08), Orlando, Florida, USA, June
29 - July 2, 2008
http://www.sciiis.org/WM-SCI08
Martinez P., Bakardjian H., Cichocki
A., Multi-command Real-time Brain Machine Interface Using SSVEP: Feasibility
Study for Occipital and Forehead Sensor Locations, Advances in Cognitive
Neurodynamics - Proceedings of the International Conference on Cognitive
Neurodynamics - 2007, Eds: Wang, R.; Gu, F.; Shen, E., 2008, Springer, pp.783-6
(ICCN'07, , Shanghai, China, 17-21.Nov.2007).
http://www.springer.com/biomed/neuroscience/book/978-1-4020-8386-0
Prasad R., Bakardjian H., Cichocki A.,
Matsuno F., Source Localization with EEG data for BP shows major activities in
the frontal areas of the brain, Proc. of International Conference on
Instrumentation, Control and Information Technology (SICE'2007), Takamatsu, Japan, Sept. 17-20,
2007
http://www.sice.or.jp/~sice2007/
Bakardjian H., Martinez P., Cichocki
A., Multi-command on-line EEG Brain machine interface using steady state visual
evoked potentials, Proc. of RIKEN Symposium "Brain activity and
information integration”, Wako, Japan, Sept.13, 2007.
http://www.dei.brain.riken.jp/conf07/r_sympo.html
Bakardjian H., Martinez P., Cichocki
A., Dynamic Online Target Control of SSVEP-Based Brain-Computer Interface with
Multiple Commands, Neurosci Res 2007; 58:S70. (NEURO2007, Yokohama, Sept.10-12,
2007).
http://dx.doi.org/10.1016/j.neures.2007.06.410
Xu J., Bakardjian H., Cichocki A.,
Principe J.C., A New Nonlinear Similarity Measure for Multichannel Biological
Signals, Proc. International Joint Conference on Neural Networks
(IJCNN'07), Orlando, FL, USA, August,
2007.
Bakardjian H., Cichocki A., Cincotti
F., Mattia D., Babiloni F., Fallani F.D.V., Miwakeichi F., Yamaguchi Y.,
Astolfi L., On the estimation of causality between cortical spatial patterns
during voluntary movements in normal subjects by using Independent Component
Analysis, Clinical Neurophysiology, Vol.117, Suppl.1, Sept.2006, pp.149 (Proc.
28th International Congress of Clinical Neurophysiology (ICCN 2006), Edinburgh,
UK, Sept.10-14, 2006).
http://dx.doi.org/10.1016/j.clinph.2006.06.543
Cichocki A., Cincotti F., Babiloni F.,
Mattia D., Marciani M.G., Fallani F.D.V., Bakardjian H., Yamaguchi Y., Astolfi
L., Estimate of causality between cortical spatial patterns during voluntary
movements in normal subjects, Proceedings of the 12th annual Meeting of the
Organization for Human Brain Mapping, Florence, Italy, June 11-15, 2006.
Miwakeichi, F., Bakardjian, H.,
Cichocki, A., Analysis of contaminated EEG using PARAFAC with several types of
hyper-dimensional data, 12th Annual Meeting of the Organization for Human Brain
Mapping, Florence, Italy, June 11-15, 2006.
Levkov C, Arnaudova R, Dunev S,
Bakardjian H, Neshev G, ECG Holter systems - development and perspectives, Proc
of ELECTRONICS’2006, Sozopol, Bulgaria, Sept.20-22, 2006.
http://www.journalogy.com/Paper/12561018.aspx
Sano, A., Bakardjian, H., Cichocki,
A., Ushiba, J., Tomita, Y., Effects of various movement conditions on cortical
potentials, The 12th meeting of Keio Higher-order brain function for Medical
Engineering, Tokyo, Japan, March 2005.
Shishkin, S.L., Kaplan, A.Y.,
Bakardjian, H., Cichocki, A., Combining the extremities on the basis of
separation: A new approach to brain source modeling, International Congress
Series, vol. 1278, March 2005, Pages 119-122 (Proc. of the 8th International
Evoked Potentials Symposium, Fukuoka, Japan, Oct. 5-8, 2004).
http://dx.doi.org/10.1016/j.ics.2004.11.077
Sano, A., Bakardjian, H., Cichocki,
A., Tomita, Y., Blind source separation based analysis of movement related
cortical potentials. Proc. SICE 2004 Annual Conference (Society of Instrument
and Control Engineers), vol 3, p.2399-2402, Sapporo, Japan, August 4-6, 2004.
http://dx.doi.org/10.1109/SICE.2004.192097
Sano, A., Bakardjian, H., Cichocki,
A., Tomita, Y., Study on Timing Control during Rhythmic Tapping Movement",
The 45th Annual Conference of Japan Ergonomics Society, Saitama, Japan, June
2004.
Sano, A., Bakardjian, H., Cichocki,
A., Tomita, Y., "Time-series Analysis of Electroencephalogram during
Cue-guided and Self-paced Tapping Movements, The 45th Annual Conference of
Japan Ergonomics Society, Saitama, Japan, June 2004.
Sano, A., Bakardjian, H., Cichocki,
A., Tomita, Y., EEG Analysis during Rhythmic Tapping Movements, Proceedings of
the 43rd Annual Conference of Japanese Society for Medical and Biological
Engineering, Kanazawa, Japan, May 19-21, 2004, p.689.
Sano, A., Bakardjian, H., Cichocki,
A., Tomita, Y., Relationship between EEG during Rhythmic Tapping Movements and
Tapping Rhythms, 4th Winter Workshop for Brain and Mind Mechanisms, Rusutsu,
Japan, Jan 7-9, 2004.
Georgiev, P., Theis, F., Cichocki A.,
Bakardjian, H., Sparse Component Analysis: a New Tool for Data Mining,
Proceedings of the Conference on Data Mining in Biomedicine, Gainesville,
Florida, USA, Febr.16-18, 2004, p.17.
http://www.ise.ufl.edu/cao/biomedicine/schedule.pdf
Bakardjian H., Sharing your mind with
a machine: a brain-computer interface approach, Proc. of the Brain, Mind and
Culture Meeting, Limassol, Cyprus, Nov.29-Dec.3, 2004, p.50.
Bakardjian H., Common independent
components for motion-based brain-computer-interfaces, Proc. of the Society for
Neuroscience (SfN) Meeting, San Diego, USA, Oct. 23-27, 2004.
Bakardjian, H., Cichocki, A.,
Extraction and classification of common independent components in single-trial
crossmodal cortical responses, Proceedings of the 5th Annual Meeting of the
International Multisensory Research Forum, Barcelona, Spain, June 2-5, 2004,
p.26-27.
http://imrf.mcmaster.ca/IMRF/2004_submit/viewabstract.php?id=116
Bakardjian, H., Cichocki, A.,
Crossmodal cortical responses revealed by single-trial wavelet-packet-enhanced
ICA, Proceedings of the 43rd Annual Conference of Japanese Society for Medical
and Biological Engineering, Kanazawa, Japan, May 19-21, 2004, p.373.
http://sciencelinks.jp/j-east/display.php?id=000020041604A0467210
Tanaka S., Miyashita S., Nakagawa T.,
Kirino E., Bakardjian H., Cichocki A. Event-related potentials of the fronto-parietal
network for multi-target spatial working memory processing: Independent
component analysis. Proceedings of the 6th IBRO World Congress of Neuroscience,
Prague, Czech Republic, July 10 - 15, 2003, #4286.
http://stlabhp.googlepages.com/publications
Bakardjian, H., Cichocki, A.,
Classification of Fast Imagined Motion responses for a Human-Computer
Interface, Proceedings of the 42nd Annual Conference of Japanese Society for
Medical and Biological Engineering, Sapporo, Japan, June 3-5, 2003, p.462.
http://sciencelinks.jp/j-east/display.php?id=000020041904A0466793
Hoya, T., Hori, G., Bakardjian, H.,
Nishimura, T., Suzuki, T., Miyawaki, Y., Funase, A., Cao, J., Classification Of
Single Trial EEG Signals By a Combined Principal + Independent Component
Analysis, Proceedings of the 4th International Symposium on Independent
Component Analysis and Blind Signal Separation, Nara, Japan, April 1-4, 2003,
p.197-202.
http://www.kecl.ntt.co.jp/icl/signal/ica2003/cdrom/abst.htm#0075
Miyawaki, Y., Ryusuke, H., Taro, M.,
Susumi, T., Bakardjian, H., Cichocki, A., The time course of binocular
stereopsis and figure-ground segregation revealed by visual evoked potential
measurements, Joint France-Japan Symposium on Cognitive Neuroscience, Wako,
Japan, September, 2001.
Cichocki, A., Gharieb, R., Hoya, T.,
Bakardjian, H., Semi-blind enhancement and extraction of superimposed evoked
potentials using ICA/BSS, SOS/HOS and subspace signal processing approaches, Joint
France-Japan Symposium on Cognitive Neuroscience, Wako, Japan, September 2001.
Bakardjian, H., Tsenkova, R., Fujita,
Y., Wavelets for Near-Infrared Spectra, NIRS 2001 Seminar, Kobe University,
Kobe, Japan, Jan.31, 2001.
Bakardjian, H., Uchida, A., Takeda,
T., Speed-Dependent Processing of Apparent Motion in Humans, Proceedings of the
2nd JST CREST Symposium on Creation of Artificial Brain, Tokyo, Japan, June 5,
2001
Bakardjian, H., Uchida, A., Endo, H.,
Takeda, T., Visual Stimuli Displacement in First-Order Apparent Motion,
Proceedings of the 1st JST CREST Symposium on Creation of Artificial Brain,
Tokyo, Japan, Apr.12, 2000, p.18
Bakardjian, H., Uchida, A., Endo, H.,
Takeda, T., Spatiotemporally-integrated activation mode in first-order motion,
Proceedings of the 12th International Conference on Biomagnetism (BIOMAG'2000),
Helsinki, Finland, Aug.13-17, 2000, #076a (4p).
http://citeseer.ist.psu.edu/642662.html
Bakardjian, H., Uchida, A., Takeda,
T., Endo, H., Single-Trial Time-Space Trajectories of Evoked Magnetic Responses
to Apparent Motion Using Cross-Wavelet Estimators, Proceedings of the 29th
Annual Meeting of the Society for Neuroscience, Miami Beach, Florida, USA,
Oct.23-28, 1999, pp.675
Tsenkova, R., Bakardjian, H., Fujita,
Y., Atanassova, S., Ozaki, Y., Toyoda, K., Wavelet Transform for NIR Spectral
Data Mining: Bacteria Identification, Proceedings of the 12th
International Conference on Fourier Transform Spectrocopy, Waseda University,
Tokyo, Japan, Aug.22-27, 1999, pp.MO31.
Bakardjian, H., Endo, H., Uchida, A.,
Takeda, T., Cross-Wavelet Estimators in Horizontal Apparent Motion, Proceedings
of the AIST Symposium for Biomedical Technology Advancement - New Bio, Tsukuba,
Japan, Feb. 5, 1999, pp. 64.
Herrmann, C., Bakardjian, H., Wavelet
Networks for EEG Analysis, Proceedings of 5th European Congress on Intelligent
Techniques and Soft Computing EUFIT'97, Aachen, Germany, September 8-12, 1997
Ito, T., Bakardjian, H., Takahashi,
M., Yamamoto, K., Temporal Patterns in Wavelet-Transformed HRV During
Functional Tests of Autonomic Function, Proceedings of the 35th Conference of
the Japan Society of Medical Electronics and Biological Engineering, Osaka,
Japan, May 16-18, 1996, pp.398
Bakardjian, H., Yamamoto K., Ito, T.,
Wavelet and Fourier Transforms as Diagnostic Tools in Autonomic Nervous Status
Tests, Proceedings of the 11th Symposium on Biological and Physiological
Engineering, Osaka, Japan, Nov. 27-29, 1996, pp.521-524
Bakardjian, H., Ito, T., Yamamoto, K.,
Temporal Assessment of Cardiac Rhythm Fluctuations Through Wavelet and Short-Time
Fourier Transforms, Proceedings of the 10th Symposium on Biological and
Physiological Engineering, Sapporo, Japan, Nov. 30-Dec.2, 1995, pp.477-480
Bakardjian, H., Yamamoto, K., Heart
Rate Variability Analysis Through Multiresolution Orthogonal Wavelet Transform,
Technical Report of the Institute of Electronics, Information and
Communications Engineering MBE95-41 (1995-06), 1995, pp.69-76
Bakardjian, H., Yamamoto, K., Dynamic
Non-Deterministic Characterization of HRV through Multiresolution Wavelet Decomposition,
Proceedings of the 17th Annual International Conference of the IEEE Engineering
in Medicine and Biology Society, Montreal, Canada, Sept. 20-23, 1995,
pp.1063-1064.
http://dx.doi.org/10.1109/IEMBS.1995.579484
Savova, R., Bakardjian, H., Kazakova,
Koprivarova, K., Konstantinova, M., Popova, G., Angelova, B., Dascalov, I.,
Pesheva, M. Power Spectral Analysis of
Heart Rate Variability in Diabetic Children, Proceedings of the 15th International
Diabetes Federation Congress, Kobe, Japan, Nov. 6-11, 1994, pp.586.
Bakardjian, H., Gergen, D.,
Pfurtscheller, G., Adaptive Identification of Ventricular beats and
R-R-Interval Analysis in Noisy Long-term ECG Signals, IIG Report-Series Nr.
378, Laboratory of Brain-Computer Interfaces, Institute of Knowledge Discovery,
Graz University of Technology, Austria, Feb.1994.
Bakardjian, H., Yamamoto, K. Long-term Heart Beat Variability Evaluation
Through Discrete Wavelet Analysis, Proceedings of the 9th Symposium on Biological
and Physiological Engineering, Tsukuba, Japan, Nov. 29 - Dec. 1, 1994,
pp.359-362.
Bakardjian, H., Yamamoto, K. Morphology Evaluation of Heart Beat
Variability Power Spectrum, Proceedings of the 16th Annual International
Conference of IEEE Engineering in Medicine and Biology Society, Baltimor, USA,
Nov. 3-6, 1994, pp. 1332-1333 (vol.2).
http://dx.doi.org/10.1109/IEMBS.1994.415458
Savova, R., Bakardjian, H.,
Kazakova Spectral Analysis of Heart Rate
Variability in Children with Diabetis Mellitus Type I, Sofia Medical University
Scientific Session, Sofia, Bulgaria, Apr. 9-10, 1993.
Savova, R., Bakardjian, H.,
Kazakova Spectral Analysis of Heart Rate
Variability in Insulin-dependent Diabetic Children, International Symposium of
Young Medical Researchers, Varna, Bulgaria, Oct. 11-13, 1991.
Bakardjian, H., Kazakova, M., Petkova,
B. Spectral Analysis of Heart Rate
Variability in Healthy Children, International Symposium of Young Medical
Researchers, Varna, Bulgaria, Oct. 11-13, 1991.
Technical Reports, Software
and Other Publications
Cichocki,
A., Amari, S., Siwek, K., Tanaka, T., Cruces, S., Georgiev, P., Leonowicz, Z.,
Bakardjian, H., Rutkowski, T., Choi, S., Belouchrani, A., Barros, A., Thawonmas,
R., Hoya, T., Hashimoto, W., Terazono Y., Watanabe, T., ICALAB for Signal
Processing and ICALAB for Image Processing, Laboratory for Advanced Brain
Signal Processing, Brain Science Institute, RIKEN, Japan.
Bakardjian,
H., Cichocki, A., Brain Control of Robotic Arm Using Hybrid BCI: A Novel
Approach Utilizing Affective and Visual Cortical Responses, Proc. of the 12th
Retreat of the Brain Science Institute, The Institute of Physical and Chemical
Research, Oegawa, Konan-cho, Saitama, Japan, Nov.16-17, 2009, p.43.
Bakardjian
H., Visual Stimulation for SSVEP-Based Multichannel Brain-Machine Interfaces
(BMI), Proc. of the 11th Retreat of the Brain Science Institute, The Institute
of Physical and Chemical Research, Karuizawa, Nagano, Japan, Nov.4-5, 2008.
Bakardjian
H., Martinez P., Cichocki A., Whole-head steady-state visual evoked responses
as a reliable tool for an online multi-command brain-machine interface, Proc. of
the 10th Retreat of the Brain Science Institute, The Institute of Physical and
Chemical Research, Karuizawa, Nagano, Japan, Nov.26-28, 2007, pp.54.
Bakardjian,
H., Martinez, P., Cichocki, A., Real-time multi-command EEG-based
Brain-Computer Interface platform, Proc. of the 9th Retreat of the Brain
Science Institute, The Institute of Physical and Chemical Research, Oegawa,
Konan-cho, Saitama, Japan, Oct.30-Nov.1, 2006, pp.21-22.
Bakardjian,
Ohara, S., Cichocki, A., Intracranial Local-Field Responses to Attended and
Unattended Laser-Induced Pain in Humans, Proceedings of the 8th Retreat of the
Brain Science Institute, RIKEN (The Institute of Physical and Chemical
Research), Fujiwara, Tochigi, Japan, Oct. 31-Nov.2, 2005, pp.54.
Bakardjian,
Common independent components for motion-based brain-computer interfaces,
Proceedings of the 7th Retreat of the Brain Science Institute, RIKEN (The
Institute of Physical and Chemical Research),, Konan, Saitama, Japan, Oct. 4-6,
2004, pp.51.
Bakardjian,
H., Hashimoto, W., Cichocki, A., Multimodal Face And Music Recognition
Responses In Infants Using High-Density Electroencephalography, Proceedings of
the 5th Retreat of the Brain Science Institute, RIKEN (The Institute of
Physical and Chemical Research), Konan, Saitama, Japan, Oct. 22-24, 2002,
pp.44.
Bakardjian,
H., Cichocki, A., Van Leeuwen, C., Miyawaki, Y., Encoding of Visual Complexity
in the Evoked Responses of the Human Brain, Proceedings of the 4th Retreat of
the Brain Science Institute, RIKEN (The Institute of Physical and Chemical
Research), Oiso, Kanagawa, Japan, Oct. 9-11, 2001.
D.Eng./Ph.D. Thesis
Bakardjian, H., Optimization of
Steady-State Visual Responses for Robust Brain-Computer Interfaces, Thesis
(Ph.D.), 2011, Tokyo University of Agriculture and Technology (Graduate School
of Engineering, Department of Electronic and Information Engineering, Division
of Applied Electronics Engineering).
INVITED TALKS
Socializing
Brains: Capturing the Brain Activity during Human Social Interaction, RIKEN-BSI
Retreat, Karuizawa, Japan, Nov. 1, 2011
SSVEP-Based
Brain-Computer Interfaces, ESPCI ParisTech, Paris, France, June 29, 2011.
Steady-State
Visual Evoked Responses As A Reliable Tool For Online Brain-Machine Interfaces,
BSI-TOYOTA Collaboration Center Seminar, BSI, RIKEN, Wako, Japan, Mar.25, 2008.
An
EEG-Based Brain-Computer Interface with Multiple SSVEP Commands, Università
Politecnica delle Marche, Ancona, Italy, Mar.28, 2007.
Real-time
multi-command EEG-based Brain-Computer Interface platform, Round Table
"EEG signal processing: applications in BCI systems", Fondazione
Santa Lucia, Rome, Italy, Mar.7, 2007.
Electroencephalography
(EEG): From Artifact Removal To Emotion Recognition, EMAC Series Seminar,
Kyushu University, Feb.22, 2007.
A
Real-Time Brain-Computer Interface with Multiple Commands Using Blind
Source Separation for Artifact Removal, Frontier Medilac Seminar, Research
Center for Frontier Medical Engineering, Chiba University, Nov.27, 2006.
Real-time
multi-command EEG-based Brain-Computer Interface platform, Hot Topic Talk at
the 9th Retreat of the Brain Science Institute, The Institute of Physical and
Chemical Research, Oegawa, Konan-cho, Saitama, Japan, Oct.31, 2006.
Measurement
of Weak Electrical Signals from the Human Brain, Riken-Denso Industry Fusion
Seminar, Brain Science Institute, RIKEN, Wako, Japan, Oct.11, 2006.
Driver
Satisfaction Enhancement by Adaptive Brain Response Optimization, Riken-Subaru
Collaboration Seminar, Brain Science Institute, RIKEN, Wako, Japan, May.14,
2004.
Crossmodal
interplay of auditory and visual cortical responses revealed by single-trial
wavelet-packet-enhanced ICA, Brain Science Institute, RIKEN, Wako, Japan,
October 15, 2003.
Long-Term
Biosignal Assessment by Wavelet Transform – The Heart Rate Variability Example,
Centre for Nonlinear Dynamics in Physiology and Medicine (Prof. M. Guevara),
McGill University, Quebec, Canada, Sept.22, 1995.
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