SOURCE SEPARATION PUBLICATIONS

Kevin H. Knuth's Publications

2008

  1. Gençağa D., Carbon D.F., Knuth K.H. 2008. Characterization of Interstellar Organic Molecules, Bayesian Inference and Maximum Entropy Methods in Science and Engineering, São Paulo, Brazil, 2008, AIP Conference Proceedings , American Institute of Physics, Melville NY, in press.
    [pdf 332K]

2007

  1. Knuth, K.H., Tse M.K., Choinsky J., Maunu H.A, Carbon D.F. 2007. Bayesian source separation applied to identifying complex organic molecules in space. Proceedings of the IEEE Statistical Signal Processing Workshop, Madison WI, August 2007.
    [pdf 247K]

  2. Tse M.K, Choinsky J., Carbon D.F. and Knuth K.H. 2007. Estimating background spectra. K.H. Knuth, A. Caticha, J.L. Center, A. Giffin, C.C. Rodriguez (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Saratoga Springs, NY, USA, 2007, AIP Conference Proceedings 954, American Institute of Physics, Melville NY, 322-327.
    [pdf 159K]

2006

  1. Knuth K.H., Shah A.S., Truccolo W., Ding M., Bressler S.L., Schroeder C.E. 2006. Differentially Variable Component Analysis (dVCA): Identifying Multiple Evoked Components using Trial-to-Trial Variability. J Neurophysiol. 95: 3257-3276. DOI:10.1152/jn.00663.2005
    [pdf 799K]

  2. Wheeler K.R., Chang M.H., and Knuth K.H. 2006. Gesture based control and EMG decomposition. IEEE Trans Sys, Man, and Cybernetics, Part C, 36(4):503-514.
    [pdf 654K]

2005

  1. Knuth K.H. 2005. Informed source separation: A Bayesian tutorial. In: B. Sankur, A.E. Çetin, M. Tekalp, E. Kuruoglu (eds.), Proceedings of the 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey.
    [pdf (81 kb)]

  2. Ding M., Knuth K.H., Chen Y., Bressler S.L., Schroeder C.E. 2005. Coping with trial-to-trial variability of event-related signals: A Bayesian approach. In: B. Sankur , A.E. Çetin, M. Tekalp , E. Kuruoğlu (ed.), Proceedings of the 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey.
    [pdf 1.03M]

  3. Bollimunta A., Knuth K.H., and Ding M. 2005. Coping with trial-to-trial variability of event-related neuronal spike trains: A Bayesian perspective. In: K.H. Knuth, A.E. Abbas, R.D. Morris, J.P. Castle (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, San José, California, USA, 2005, AIP Conference Proceedings 803, American Institute of Physics, Melville NY, pp. 543-551.

2003

  1. Truccolo W.A., Knuth K.H., Shah A.S., Bressler S.L., Schroeder C.E., and Ding M. 2003. Estimation of single-trial multi-component ERPs: Differentially variable component analysis. Biol. Cybern. 89(6): 426-38.
    [PubMed link] [pdf (717kb)]

  2. Shah A.S., Knuth K.H., Lakatos P., Schroeder C.E. 2003. Lessons from applying differentially variable component analysis (dVCA) to electroencephalographic activity. In: G.J. Erickson, Y. Zhai (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Jackson Hole WY 2003, AIP Conference Proceedings 707, American Institute of Physics, Melville NY, pp. 167-181.
    [pdf (445 kb)]

2002

  1. Shah A.S., Knuth K.H., Truccolo W.A., Ding M., Bressler S.L., Schroeder C.E. 2002. A Bayesian approach to estimating coupling between neural components: evaluation of the multiple component event related potential (mcERP) algorithm. In: C. Williams (ed.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Moscow ID 2002, AIP Conference Proceedings 659, American Institute of Physics, Melville NY, pp. 23-38.
    [pdf (1.05 mb)]

  2. Truccolo, W.A., Ding M., Knuth K.H., Nakamura, R. and Bressler S.L. 2002. Variability of cortical evoked responses: implications for the analysis of functional connectivity. Clinical Neurophysiol. 113(2):206-26.
    [PubMed link ] [pdf (433 kb)]

2001

  1. Knuth K.H., Truccolo, W.A., Bressler S.L., Ding M. 2001. Separation of multiple evoked responses using differential amplitude and latency variability. Proceedings of the Third International Workshop on Independent Component Analysis and Blind Signal Separation (ICA 2001), San Diego CA.
    [arXiv link] [pdf (248 kb)]

  2. Knuth K.H. 2001. Inductive logic: From experimental design to data analysis. In: R.L. Fry and M. Bierbaum (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Baltimore 2001, AIP Conference Proceedings 617, American Institute of Physics, Melville NY, pp. 392-404.
    [arXiv link] [pdf (58 kb)]

  3. Truccolo, W.A., Knuth K.H., Ding M., Bressler S.L. 2001. Bayesian estimation of amplitude, latency and waveform of single trial cortical evoked components. In: R.L. Fry and M. Bierbaum (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Baltimore 2001, AIP Conference Proceedings 617, American Institute of Physics, Melville NY, pp. 64-73.
    [pdf (100 kb)]

  4. Knuth K.H. 2001. Source separation as an exercise in logical induction. In: A. Mohammad-Djafari (ed.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Paris 2000, American Institute of Physics, Melville NY, pp. 340-349.
    [arXiv link] [pdf (48 kb)]

1999

  1. Knuth K.H. 1999. A Bayesian approach to source separation. In: J.-F. Cardoso, C. Jutten and P. Loubaton (eds.), Proceedings of the First International Workshop on Independent Component Analysis and Signal Separation: ICA'99, Aussios, France, Jan. 1999, pp. 283-288.
    [arXiv link] [pdf (218 kb)]

  2. Knuth K.H., Vaughan H.G., Jr. 1999. Convergent Bayesian formulations of blind source separation and electromagnetic source estimation. In: W. von der Linden, V. Dose, R. Fischer and R. Preuss (eds.), Maximum Entropy and Bayesian Methods, Munich 1998, Dordrecht. Kluwer, pp. 217-226.
    [pdf (204 kb)]

1998

  1. Knuth K.H. 1998. Bayesian source separation and localization. In: A. Mohammad-Djafari (ed.), SPIE'98 Proceedings: Bayesian Inference for Inverse Problems, San Diego, July 1998, pp. 147-158.
    [arXiv link] [pdf (363 kb)]

  2. Knuth K.H. 1998. Difficulties applying recent blind source separation techniques to EEG and MEG. In: G.J. Erickson, J.T. Rychert and C.R. Smith (eds.), Maximum Entropy and Bayesian Methods, Boise 1997, Kluwer, Dordrecht, pp. 209-222.
    [pdf (421 kb)]
Contact

Dr. Kevin H. Knuth
PH 211
Department of Physics
University at Albany
Albany NY 12222
USA

Phone: +1-518-442-4653
FAX: +1-518-442-5260
Email: kknuth@albany.edu