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Don't print this page. There are TXT, TEX, PS, PS.GZ and PDF compilations available Up-to-date list of publications is available from HaxbyLab Website This resume is too general, thus it is not specific and doesn't reflect all the skills I might have in a specific discipline. Please see NSF-style biosketch related to analysis of fMRI data using statistical learning methods. To encrypt future email contacts to me you can use this GPG key
with fingerprint C5B9 05F0 E8D9 FD96 68FF 366F A2DE 2350 62DA 33FA (see transitional note).
Yaroslav O. Halchenko
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| | Education |
| Computer Science Dept,\ NJIT (NJ Institute of Technology) |
Ph.D. student. GPA 4.00 |
| Newark NJ, USA |
January 2003 - May 2009 |
PhD degree in Computer Science awarded in May 2009.
| Computer Science Dept,\ UNM (University of New Mexico) |
MS student. GPA 4.00 |
| Albuquerque NM, USA |
January 2000 - December 2003 |
MS degree in Computer Science after successfully passing MS
qualification examination in August 2003.
Computer Systems Dept,
VSTU (Vinnytsia State Technical University) |
Graduate student |
| Vinnytsia, Ukraine |
1998 - 1999 |
Master`s degree in Laser and Optoelectronic Engineering.
| Computer Systems Dept,\ VSTU |
Student |
| Vinnytsia, Ukraine |
1994 - 1998 |
Bachelor's degree in Laser and Optoelectronic Engineering with
honors.
| Physical and Mathematical Gymnasia\ No.17 |
High School Student |
| Vinnytsia, Ukraine |
1992 - 1994 |
Graduated with honors.
| Physical and Mathematical Correspondence School |
High School Student |
| Moscow Physical Engineering Institute |
1991 - 1994 |
| Aerospace Correspondence School ``Soyuz'' |
High School Student |
| Moscow Physical Engineering Institute |
1991 - 1992 |
| | Work Experience |
| Dept of Psychological and Brain Sciences,\ Dartmouth College |
Postdoctoral Fellow |
| Hanover NH, USA |
May 2009 - present |
Working with Dr. James V. Haxby. Projects: visual objects
processing, multimodal and multivariate analysis for functional
neural data: http://www.pymvpa.org, software deployment and
reproducibility in cognitive neuroscience:
http://neuro.debian.net.
Mind/Brain RUMBA Laboratory http://www.rumba.rutgers.edu |
Research Assistant |
| Psych. Department, Rutgers-Newark NJ., USA |
August 2002 - May 2009 |
Projects:
- Predictive decoding of the neural data from different imaging
modalities (e.g. EEG, fMRI) to gain better understanding of
perception (e.g. auditory) and cognitive (e.g. category specific
processing) neuroscientific problems
- Graphical modeling of functional brain organization
- Fusion of multiple functional brain imaging modalities
(fMRI/EEG) to gain better understanding and localization of
underlying neural activity
Packaging and maintenance of FOSS software within the Debian GNU/Linux OS.
| Rutgers-Newark |
GNU/Linux Cluster System Administrator |
| Psych. Department, Rutgers-Newark NJ., USA |
September 2005 - May 2009 |
Deployment and maintenance of 27 node high availability AMD
Opteron based cluster. % running GNU/Linux Debian OS.
| Brain and Computation Laboratory http://www-bcl.cs.unm.edu |
Research Assistant |
| CS Dept., UNM Albuquerque NM, USA |
June 2000 - July 2002 |
Have been working on deploying ICA (Independent Component
Analysis) techniques in processing of MEG (Magnetoencephalography)
data which are part of the DreamMon project.
| CS Dept., UNM |
Teaching Assistant |
| Albuquerque NM, USA |
January 2000 - May 2000 |
Teaching Assistant for ``Intermediate Programming'' (CS251) class
with Prof. David Ackley (CS Department, UNM).
| VSTU |
Research Assistant |
| Vinnitsya, Ukraine |
1993 - 1997 |
Part-time designer and software developer of the system for
diagnostics of mobile segments in vertebral column, which later was
utilized in national hospitals of Ukraine.
| Liana Company |
Software Developer |
| Vinnitsya, Ukraine |
April 1996 - October 1997 |
Part-time software developer of automated system in
Planned-Economic Department of Vinnytsia Chemical Plant (Himprom).
| | Scholarship Awards |
The International Scientific Fund Representatives in Ukrainian Studentship Award.
The International Soros Science Educational Program (ISSEP) Studentship Award.
| | Main Awards and Honors |
The Academy of Sciences of Ukraine "awarded the work"
``Information-Measuring System With Optical Transformation
Biomedical Information''.
| Bucharest, Romania |
October 1995 |
"6th place" in ACM South-Eastern European Regional
Programming Contest. "1st place" at VSTU.
| Kharkiv, Ukraine |
April 1995 |
"4th place" in Physics Olympiad among Colleges and
Universities of Ukraine. "1st place" at VSTU.
"1st place" in the Regional Contest for Programming.
"1st place" in Competition among teenagers for the best
computer program. Became a "Member of the Ukraine Small Academy
of Sciences".
"1st place" for the best solution of physical and mathematical
problems in the competition organized by Moscow Physical Engineering Institute.
"3rd place" in the Regional Physics Olympiad.
| | Projects and Contributions |
| | Skills |
[Programming:]
- More than 10 years of experience with software development
under Linux OS: C/C++(g++), Python, bash/awk/sed,
CVS/SVN/git, gdb/pydb/bashdb/ddd, valgrind, gprof, etc.
- Past (1992-2000) working experience in software
development on MS DOS, Windows 3.x and Windows 9x platforms:
Turbo Pascal, VBA (Visual Basic for Applications), and Inprise
Delphi
- Past (2000-2002) experience with Java (Java Swing, RMI,
JDBC, Exemplar project:\ http://apsp.onerussian.com),
logic and functional languages: prolog, SML, elisp
- Past (2000-2004) working experience in database design:
DBE, ODBC, Postgresql, MySQL APIs
- Strong background in object-oriented programming methods
and Design Patterns
- Experienced writer of high quality code. Coding practice
includes thorough code reviews, detecting defects, careful
debugging of own code and code of others, profiling,
versioning, unit-, doc- and regression testing, and other techniques
[Administration:]
- Centralized systems configuration: cfengine2
- Linux-based (GNU Debian) network communication and
monitoring: TCP/IP, SNMP, IPTables (shorewall), DNS (bind), NAT,
NFS, SSH, SMTP (exim v4), Ganglia, NTop, etc.
- Web-server administration: apache/apache2
- Resource management and scheduling of HP/HA computing
clusters: torque, maui, SGE
- Virtualized (vserver, VirtualBox) and automated (FAI)
deployment solutions
- Hardware: hardware and software RAIDs, network adapters
and switches (interface bonding), APCs, desktop or
rack-mounted servers; benchmarking, configuration
optimization, maintenance and troubleshooting
[Web Design and Others:]
- Basic web-designer skills: HTML, CSS, PHP%
- Strong background in graphical design and desktop
publishing: LaTeX , Inkscape, GIMP, OpenOffice.org
- Excellent knowledge of mathematics and numerical methods.
| | Selected Publications |
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J.-B. Poline, J.L. Breeze, S.S. Ghosh, K.F. Gorgolewski,
Y.O. Halchenko, M. Hanke, C. Haselgrove, K.G. Helmer,
D.B. Keator, D.S. Marcus, R.A. Poldrack, Y. Schwartz,
J. Ashburner, D.N. Kennedy
"Data sharing in neuroimaging research"
Frontiers in Neuroinformatics, 2012
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A.C. Connolly, J.S. Guntupalli, J. Gors, M. Hanke,
Y.O. Halchenko, Y.C. Wu, A. Harve and J.V. Haxby
"Representation of biological classes in the human brain"
Journal of Neuroscience, 2012
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K. Gorgolewski, C.D. Burns, C. Madison, D. Clark, Y.O. Halchenko,
M.L. Waskom and S.S. Ghosh
"Nipype: a flexible, lightweight and extensible neuroimaging data processing framework in Python."
Frontiers in Neuroinformatics, 2011
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M. Hanke and Y.O. Halchenko
"Neuroscience runs on GNU/Linux"
Frontiers in Neuroinformatics, 2011
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J.V. Haxby, J.S. Guntupalli, A.C. Connolly,
Y.O. Halchenko, B.R. Conroy, M.I. Gobbini, M. Hanke and
P.J. Ramadge
"A Common, High-Dimensional Model of the Representational
Space in Human Ventral Temporal Cortex"
Neuron, 2011
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M. Hanke, Y.O. Halchenko, J.V. Haxby, S. Pollmann
"Statistical learning analysis in neuroscience: aiming for
transparency"
Frontiers in Neuroscience, 4, 2010
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Y.O. Halchenko, M. Hanke
"Advancing Neuroimaging Research with Predictive Multivariate
Pattern Analysis (MVPA)"
The Neuromorphic Engineer, May 2010
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J. Ramsey, S.J. Hanson, C. Hanson, Y.O. Halchenko,
R.A. Poldrack, C. Glymour
"Six Problems for Causal Inference from fMRI"
Neuroimage, 49(2), 2010
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R.A. Poldrack, Y.O. Halchenko, S.J. Hanson
"Decoding the large-scale structure of brain function by
classifying mental states across individuals"
Psychological Science, 2009
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M. Hanke, Y.O. Halchenko, P.B. Sederberg, M. Hughes
"The PyMVPA Manual"
Available online at http://www.pymvpa.org/PyMVPA-Manual.pdf
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M. Hanke, Y.O. Halchenko, P.B. Sederberg, E. Olivetti, I. Frund, J.W. Rieger, C.S. Herrmann, S.J. Hanson, S. Pollmann
"PyMVPA: a unifying approach to the analysis of neuroscientific data"
Frontiers in Neuroinformatics, 3(3), 2009
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M. Hanke, Y.O. Halchenko, P.B. Sederberg, S.J. Hanson, J.V. Haxby, S. Pollmann
"PyMVPA: A Python toolbox for multivariate pattern analysis of fMRI data"
Neuroinformatics, 7(1):37-53, March 2009
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S.J. Hanson, Y.O. Halchenko
"Brain reading using full brain Support Vector Machines for
object recognition: There is no face identification area"
Neural Computation, 20(2):486-503, February 2008
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S.J. Hanson, C. Hanson, Y.O. Halchenko, T. Matsuka, A. Zaimi
"Bottom-up and top-down brain functional connectivity underlying comprehension of everyday visual action"
Brain Structure and Function, 212(3-4):231-44, 2007
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S.J. Hanson, D. Rebbechi, C. Hanson, Y.O. Halchenko
"Dense mode clustering in brain maps"
Magnetic Resonance Imaging, 25(9):1249-1262, 2007
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Y.O. Halchenko, S.J. Hanson, B.A. Pearlmutter
"Multimodal Integration: fMRI, MRI, EEG, MEG (Chapter 8)"
Advanced Image Processing in Magnetic Resonance Imaging,
Dekker, book series on Signal Processing and Communications, p. 223-265
ISBN 0824725425, 2005
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Y.O. Halchenko, B.A. Pearlmutter, S.J. Hanson, A. Zaimi
"Fusion of Functional Brain Imaging Modalities via Linear Programming"
Presented at NFSI-2003. Chiety Italy September 2003
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L.I. Timchenko, Y.F. Kutaev, A.A. Gertsiy, Y.O. Halchenko
"Method for image coordinate definition on extended laser paths"
Optoelectronic and Hybrid Optical/Digital Systems for Image and Signal Processing, Published June 2000, Volume 4148-19
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L.I. Timchenko, Y.F. Kutaev, A.A. Gertsiy, Y.O. Halchenko,
M.A. Grudin
"Approach to parallel-hierarchical network learning for real-time image sequence recognition"
The International Symposium on Intelligent Systems and Advanced Manufacturing, 19-22 September 1999, Massachusetts USA. Volume 3836-09
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L.I. Timchenco, Y. Kutaev, A. Gertsiy, L. Zagoruiko, Y.O. Halchenko
"Pre-processing of extended laser path images"
Industrial Lasers and Inspection, EOS/SPIE International Symposium. Munich, 14-18 June 1999. Volume 3827-26
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L.I. Tymchenko, J. Scorukova, S. Markov, Y.O. Halchenko
"Image Segmentation on the basis of spatial connected features"
Visnyk VSTU, No. 4, pp. 39-43, Ukraine, in Ukrainian, 1998
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T.B. Martinyuk, A.V. Kogemiako, Y.O. Halchenko
"The model of associative processor for numerical data sorting"
Visnyk VSTU. No. 2, pp. 19-23, Ukraine, in Ukrainian, 1997
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L.I. Tymchenko, J. Scorukova, J. Kutaev, S. Markov, T. Martynuk, Y.O. Halchenko
"Method Spatial Connected Segmentation of Images"
The Third All-Ukrainian International Conference Ukrobraz, Kijiv, Ukraine, November 26-30, 1996
| | Recent Talks |
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Y.O. Halchenko, M. Hanke
"Environments for efficient contemporary research in neuroimaging: PyMVPA and NeuroDebian"
UPENN, Philadelphia PA, USA 2012
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Y.O. Halchenko, M. Hanke and J.V. Haxby
"Multivariate analysis strategies of neuroimaging data in PyMVPA"
Annual Meeting of Society for NeuroScience, Washington DC, USA 2011
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Y.O. Halchenko and M. Hanke
"The virtues and sins of PyMVPA"
EuroScipy satellite ``Python in Neuroscience'', Paris, France, 2011
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Y.O. Halchenko
"\pi's in Debian or Scientific Debian: NumPy, SciPy and beyond"
EuroScipy, Paris, France, 2011
http://www.euroscipy.org/talk/4379
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M. Hanke and Y.O. Halchenko
"Debian: The ultimate platform for neuroimaging
research"
DebConf10, New York, USA 2010,
http://penta.debconf.org/dc10_schedule/events/571.en.html
| | Recent Poster Presentations |
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M. Hanke, Y.O. Halchenko and J.V. Haxby
"NeuroDebian: versatile platform for brain imaging research"
Annual Meeting of the Organization for Human Brain Mapping, 2011
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M. Hanke, Y.O. Halchenko, J.S.C. Guntupalli,
A.C. Connolly and J.V. Haxby
"Unsupervised brain parcellation from functional neuroimaging data"
Annual Meeting of the Cognitive Neuroscience Society, 2011
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S.V. Fogelson, P.J. Kohler, M. Hanke, Y.O. Halchenko, J.V. Haxby,
R.H. Granger and P.U. Tse
"STMVPA: Spatiotemporal
multivariate pattern analysis permits fine- grained visual
categorization"
Annual meeting of the Vision Sciences Society, 2011
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Y.O. Halchenko, M. Hanke, J.V. Haxby,
S. Pollmann, R.D. Raizada
"Having trouble getting your Nature paper? Maybe you are not
using the right tools?"
Annual Meeting of Society for NeuroScience, USA 2011
| | Professional Activities |
- Active reviewer for IEEE Transactions on Signal Processing,
Neural Computation, Neuroimage, and Neurocomputing
- Active mentor for new Debian contributors
- Active member of the INCF ``Standards for Datasharing'' task force
| | Languages |
Fluent in Russian, Ukrainian and English.
| | References |
Prof. Barak A. Pearlmutter
Hamilton Institute
National University of Ireland, Maynooth
Maynooth, Co. Kildare,
Ireland
Tel: +353 1 708-6394
Fax: +353 1 708-6269
barak{a}cs.may.ie
Prof. Stephen J. Hanson
Psychology Department
Rutgers University,
Smith Hall, 101 Warren Str,
Newark, NJ 07102-1811
Tel: +1 973 353-5440
Fax: +1 973 353-1171
jose{a}psychology.rutgers.edu
Prof. James V. Haxby
Director of Center for Cognitive Neuroscience
Department of Psychological and Brain Sciences
Dartmouth College,
Moore Hall, Hinman Box 6207
Hanover, NH 03755
Tel: +1 603 646-3181
Fax: +1 603 646-1419
james.v.haxby{a}dartmouth.edu
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