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Refereed Publications
- M. Kamrunnahar, N.S. Dias, and S. Schiff, “Towards a Model-based Predictive Controller (MPC) Design in Brain Computer Interfaces”, Annals of Biomedical Engineering (2011), DOI: 10.1007/s10439-011-0248-y.
- N. S. Dias, M. Kamrunnahar, P.M. Mendes, S.J. Schiff, J.H. Correia, "Feature Selection on Movement Imagery Discrimination and Attention Detection", Medical and Biological Engineering and Computation, (2010) 48:331–341, DOI: 10.1007/s11517-010-0578-1.
- N. S. Dias, M. Kamrunnahar, P. M. Mendes, S. J. Schiff, and J. H. Correia, "Variable Down-Selection for Brain-Computer Interfaces", BIOSTEC 2009, Communications in Computer and Information Science (CCIS) 52, pp. 158–172, Springer-Verlag, Berlin Heidelberg, 2010, DOI: 10.1007/978-3-642-11721-3_12.
- M. Kamrunnahar, and S.J. Schiff, "Optimization of electrode channels towards the development of Brain Computer Interfaces (BCI)", in preparation.
- A. Geronimo, S.J. Schiff, and M. Kamrunnahar, "A generative model approach to motor-imagery brain-computer interfacing", in preparation.
- M. Kamrunnahar, A. Geronimo, and S.J. Schiff, “Optimal slepian tapers and simultaneous evoked plus induced responses in brain computer interface task discrimination",to be submitted.
- A. Geronimo, M. Kamrunnahar, and S.J. Schiff, “Towards a Robust Visual Stimulus in Brain Computer Interfaces”, in preparation.
- M. Kamrunnahar, and M. Urquidi-Macdonald, “Prediction of Corrosion Behavior of Alloy 22 using Neural Network as a Data Mining Tool", Corrosion Science, 53 (2011) 961–967, DOI: 10.1016/j.corsci.2010.11.028. This article was featured (“Data miners dig for corrosion resistance”) in: Penn State Live, ScienceDaily, Science Codex, MyScience, NACE Corrosion Press.
- M. Kamrunnahar, and M. Urquidi-Macdonald, “Prediction of Corrosion Behavior using Neural Network as a Data Mining Tool”, Corrosion Science, 2009; DOI: 10.1016/j.corsci.2009.10.024.
- L. Amelinckx, M. Kamrunnahar, and D.D. Macdonald, “Figure of Merit for the Quality of ZrO2 Coating Technology to Mitigate Intergranular Stress Corrosion Cracking in Boiling Water Reactors (BWR)”, Corrosion Science, 2006. 48 (11), p. 3646-3667
- M. Kamrunnahar, J. Bao, and D.D. Macdonald, “Challenges in the Theory of Electron Transfer at Passive Interfaces”, Corrosion Science, 47, 3111-3139, 2005.
- M. Kamrunnahar, R.D. Braatz, and R.C. Alkire, “Parameter Sensitivity Analysis of Pit Initiation at Single Sulfide Inclusions in Stainless Steel”, Journal of the Electrochemical Society, 151(2), B90-B97, 2004.
- M. Kamrunnahar, D.G. Fisher, and B. Huang, “Performance Assessment and Robustness Analysis Using an ARMarkov Approach”, Journal of Process Control, 14(8), 915-925, 2004.
- M. Kamrunnahar, D.G. Fisher, and B. Huang, “Model Predictive Control Using an Extended ARMarkov Model”, Journal of Process Control, 12(1), 123-129, 2002.
- M. Kamrunnahar, B. Huang, and D.G. Fisher, “Estimation of Markov Parameters and Time-Delay/ Interactor Matrix”, Chemical Engineering Science, 55 (17), 3353-3363, 2000.
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Refereed Proceedings
- A. Geronimo, S.J. Schiff, and M. Kamrunnahar, “Visual evoked potentials for attentional gating in a brain-computer interface”, Proceedings of the 34th Annual International Conference of the IEEE EMBC2012, San Diego, CA, Aug. 2012.
- M. Kamrunnahar, and S.J. Schiff, "A square root ensemble Kalman filter application to a motor-imagery brain-computer interface", Proceedings of the 33rd Annual International Conference of the IEEE EMBC2011, Boston, MA, Aug. 2011.
- A. Geronimo, S.J. Schiff, and M. Kamrunnahar, "A generative model approach to motor-imagery brain-computer interfacing", Proceedings of the 5th International IEEE EMBS Conference on Neural Engineering, Cancun, Mexico, May 2011.
- M. Kamrunnahar, and A. Geronimo, "Motor Imagery Task Discrimination using Wide-band Frequency Spectra with Slepian Tapers", Proceedings of the 32nd Annual International Conference of the IEEE EMBC2010, Buenos Aires, Argentina, 3349-3352, 2010.
- M. Kamrunnahar, N.S. Dias, and S.J. Schiff, "Optimization of electrode channels towards the development of Brain Computer Interfaces (BCI)", Proceedings of the 31st Annual International Conference of the IEEE EMBC2009, Minnesota, 6477-6480, 2009.
- M. Kamrunnahar, N.S. Dias, and S.J. Schiff, "Model-based Responses and Features in Brain Computer Interfaces", Proceedings of the 30th Annual International Conference of the IEEE EMBS 2008, Vancouver, Canada, 4482-4485, 2008.
- M. Kamrunnahar, and S.J. Schiff, "Optimization of electrode channels in a visual discrimination task", BMC Neuroscience 2007, 8(Suppl 2):P139, 2007.
- M. Kamrunnahar, N.S. Dias, M. Cosgriff, and S.J. Schiff, “Model-based Discrimination of Tasks towards the Development of Brain Machine Interfaces (BMI)", Proceedings of the 12th World Multi-Conference on Systemics, Cybernetics and Informatics: WMSCI 2008, vol. 2, 162.
- N. S. Dias, M. Kamrunnahar, P. M. Mendes, S. J. Schiff, and J. H. Correia, "Variable Subset Selection for Brain-Computer Interface - PCA-based Dimensionality Reduction and Feature Selection", Proceedings of the International Conference on Bio-inspired Systems and Signal Processing, Porto, Portugal, January 14 – 17, 2009, pp 35-40.
- N.S. Dias, M. Kamrunnahar, P.M. Mendes, S.J. Schiff, and J.H. Correia. "Comparison of EEG Pattern Classification Methods for Brain-Computer Interfaces". Proceedings of the 29th Annual International Conference of the IEEE EMBS, 2540-2543, 2007.
- N.S. Dias, M. Kamrunnahar, P.M. Mendes, S.J. Schiff, and J.H. Correia. "Customized Linear Discriminant Analysis for Brain-Computer Interfaces". Proceedings of the 3rd International IEEE/EMBS Conference on Neural Engineering, vol. ISS, 430-433, 2007.
- M. Urquidi-Macdonald and M. Kamrunnahar, "Topologically Ordered Corrosion Maps of Nickel Alloys", Electrochemical Society (ECS) Transactions: Corrosion Modeling, 19(29), pp 167-177, 2009.
- K. Kirsch, M. Kamrunnahar, and M. Urquidi-Macdonal, "Data Mining of General Corrosion of Most Commonly Used Alloys, using Kohonen Mapping" Proceedings of the ASME PVP conference, in press, 2009.
- M. Kamrunnahar, and M. Urquidi-Macdonald, “Data Mining of Experimental Corrosion Data Using Neural Network”, Electrochemical Society Transactions: Corrosion and Electrochemistry of Advanced Materials, 2006, 1(4), p. 71-79.
- M. Kamrunnahar, B. Huang, and D.G. Fisher, “Predictive Control Using an Extended ARMarkov Model”, proceedings of the IFAC ADCHEM Conference, Pisa, Italy, 2000.
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Abstracts
- M. Kamrunnahar, A. Geronimo, and S.J. Schiff, “Modeling Brain States for Motor Imagery Brain Computer Interface Applications”, presented at Neuroscience 2012, the annual meeting of the Society for Neuroscience, New Orleans, LA, Oct. 2012.
- A. Geronimo, S.J. Schiff, and M. Kamrunnahar, “Determining neural fieldconnectivity of random, lattice, and small-world networks” presented at Neuroscience 2012, New Orleans, LA, Oct. 2012.
- M. Kamrunnahar and M. Urquidi-Macdonald, "Neural Network as a Data Mining Tool for Prediction of Corrosion Behavior" to be presented at PRiME 2012, 222nd Meeting of ECS — The Electrochemical Society, Honolulu, Hawaii, Oct. 2012.
- A. Geronimo, S.J. Schiff, and M. Kamrunnahar, “Visual evoked potentials for attentional gating in a brain-computer interface”, 34th Annual International Conference of the IEEE EMBC2012, San Diego, CA, Aug. 2012.
- M. Kamrunnahar, A. Geronimo, and S.J. Schiff, “Application of Model-based Approaches in Motor Imagery Brain Computer Interfaces”, Neural Interfaces Conference, Salt Lake City, UT, June 2012.
- M. Kamrunnahar, S.J. Schiff, "A non-linear ensemble Kalman Filter application to a motor-imagery brain-computer interface" Neuroscience 2011, the annual meeting of the Society for Neuroscience, November 2011.
- M. Kamrunnahar, S.J. Schiff, "A square root ensemble Kalman filter application to a motor-imagery brain-computer interface", 33rd Annual International Conference of the IEEE EMBC2011, Boston, MA, Sept. 2011.
- A. Geronimo, S.J. Schiff, M. Kamrunnahar, "A generative model approach to motor-imagery brain-computer interfacing", 5th International IEEE EMBS Conference on Neural Engineering, Cancun, Mexico, May 2011. Winner of an NSF IEEE EMBS Excellence in Neural Engineering Travel Award.
- M. Kamrunnahar and A. Geronimo, “Motor Imagery Task Discrimination using Wide-band Frequency Spectra with Slepian Tapers", IEEE EMBC2010, Buenos Aires, Argentina, Aug. 31 - Sept. 5, 2010.
- A. Geronimo, S.J. Schiff, and M. Kamrunnahar, “A generative model approach to motor-imagery brain-computer interfacing”, Engineering Science and Mechanics Today, Penn State University, PA, February 12, 2011.
- M. Kamrunnahar, A. Geronimo, and S.J. Schiff, “Visual Cue Design in Brain Computer Interfaces", BCI Meeting 2010:Fourth International Meeting, Asilomar CA, May 31 - June 4, 2010.
- A.M. Geronimo, M. Kamrunnahar, and S.J. Schiff, "Cue Variation in a Motor Imagery Task", BCI Meeting 2010:Fourth International Meeting, Asilomar CA, May 31 - June 4, 2010. Winner of a BCI 2010 Student Scholarship.
- Andrew Geronimo, M. Kamrunnahar, and Steven Schiff, “Cue variation in a motor-imagery task”, College of Engineering Research Symposium, Penn State University, PA, April 1, 2010.
- Andrew Geronimo, M. Kamrunnahar, Steven Schiff, “Cue variation in a motor imagery task”, Engineering Science and Mechanics Today, Penn State University, February 13, 2010.
- M. Kamrunnahar, A. Geronimo, and S.J. Schiff, “Towards a Robust Visual Stimulus in Brain Computer Interfaces”, Neuroscience 2009, the 39th annual meeting of the Society for Neuroscience, October 2009.
- A. Geronimo, M. Kamrunnahar, S.J. Schiff, “Towards a robust visual stimulus in brain-computer interfaces”, Neuroscience Research Days, Penn State University, PA, November 2009.
- M. Kamrunnahar, N.S. Dias, and S.J. Schiff, "Optimization of electrode channels towards the development of Brain Computer Interfaces (BCI)", IEEE EMBC2009, Minnesota, September 2009.
- M. Kamrunnahar, N.S. Dias, and S.J. Schiff, "Source Derivation in Model-based Feature Discrimination in Brain Computer Interfaces", Neuroscience 2008, the 38th annual meeting of the Society for Neuroscience, Washington D. C., November 2008.
- M. Kamrunnahar, N.S. Dias, S.J. Schiff, and B. Gluckman, "Model-based Responses and Features in Brain Computer Interfaces", IEEE EMBC2008, Vancouver, Canada, August 2008.
- N. S. Dias, M. Kamrunnahar, P. M. Mendes, S. J. Schiff, and J. H. Correia, "Variable Subset Selection for Brain Computer Interface", Biosignals 2009, International Conference on Bio-Inspired Systems and Signal Processing, Porto - Portugal, 14 - 17 January, 2009. The best student paper of the session.
- M. Kamrunnahar, N.S. Dias, M. Cosgriff, and S.J. Schiff, “Model-based Discrimination of Tasks towards the Development of Brain Machine Interfaces (BMI)", 2nd International Symposium on Bio- and Medical Informatics and Cybernetics: BMIC 2008 (a part of the 12th World Multi-Conference on Systemics, Cybernetics and Informatics: WMSCI 2008), Orlando, Florida, July 2008.
- K. Kirsch, M. Kamrunnahar, and M. Urquidi-Macdonal, "Data Mining of General Corrosion of Most Commonly Used Alloys, using Kohonen Mapping" ASME PVP conference, Prague, Czech Republic, July 2009. The best undergraduate student paper.
- M. Urquidi-Macdonald and M. Kamrunnahar, "Topological Ordered Maps of General Corrosion of Most Commonly Used Alloys", 215th Electrochemical Society (ECS) Meeting, San Francisco, California, May 2009.
- "Brain Computer Interfaces: Thoughts into Action", Invited Guest Lecture, Engineering Science and Mechanics Seminar Series, Penn State University, April 2009.
- M. Kamrunnahar, and S. Schiff, “Imagery Task Discrimination towards the Development of Brain Machine Interfaces (BMI)”, Neuroscience Day, Penn State University, October 2007.
- N.S. Dias, M. Kamrunnahar, P.M. Mendes, S.J. Schiff, and J.H. Correia, “Comparison of EEG Pattern Classification Methods for Brain-Computer Interfaces”, 29th Annual International Conference of the IEEE EMBS, Lyon, France, August 2007.
- M. Kamrunnahar, and S. Schiff, “Optimization of electrode channels in a visual discrimination task”, Computational Neuroscience, Toronto, Canada, July 2007.
- M. Kamrunnahar, “How the Brain Works”, Hands-on Workshop, Penn State University, July 2007.
- N.S. Dias, M. Kamrunnahar, P.M. Mendes, S.J. Schiff, and J.H. Correia, “Customized Linear Discriminant Analysis for Brain-Computer Interfaces” 3rd International IEEE/EMBS Conference on Neural Engineering, Hawaii, USA, May 2007.
- M. Kamrunnahar, N.S. Dias, and S.J. Schiff, "The use of brain waves to move a remote control car", Brain Awareness Days, The Central Pennsylvania Chapter of the Society for Neuroscience, March 2007.
- M. Kamrunnahar, "Part I - ARMarkov Model-based Predictive Control and Part II - Data Mining of Experimental Corrosion Data", George Mason University, May 2006.
- M. Kamrunnahar, and M. Urquidi-Macdonald, “Data Mining of Experimental Corrosion Data Using Neural Network”, 208th Annual Electrochemical Society (ECS) Meeting, Los Angeles, October 2005.
- Alameda, J., et al., “The Alliance Science Portal”, AIChE 2002 Annual Meeting, Indianapolis, 2002.
- M. Kamrunnahar, B. Huang, and D.G. Fisher, “Statistical Properties of Model Parameters Estimated Using ARMarkov Identification”, 49th CSCHE Conference, Saskatoon, Canada, Oct. 1999.
- M. Kamrunnahar, B. Huang, and D.G. Fisher, “Model Predictive Control Using ARMarkov/LS Identification and a Fractional Control Horizon”, Annual AICHE Meeting, Miami, Nov. 1998.
- M. Kamrunnahar, B. Huang, and D.G. Fisher, “Time-Delay/ Interactor Matrix Estimation Using ARMarkov Least-squares Method”, 48th CSCHE Conference, London, Canada, Oct. 1998.