Kevin H. Knuth Publications

Many of my publications are available for download below.
For those which are not available directly from my site, I have tried to provide a link to a place where they might be downloaded.

In addition, I have provided links to my co-authors sites where possible.

Papers

  1. Knuth K.H. 2006. Optimal Data-Based Binning for Histograms. Draft Paper. [pdf (444 kb)]

  2. 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. In press: J Neurophysiol. [PubMed link]

  3. Wheeler K.R., Chang M.H., and Knuth K.H. 2006. Gesture based control and EMG decomposition. In press: IEEE Trans Sys, Man, and Cybernetics.

  4. Lakatos P., Shah A.S., Knuth K.H., Ulbert I., Karmos G., Schroeder C.E. 2005. An oscillatory hierarchy controlling neuronal excitability and stimulus processing in the auditory cortex. J Neurophysiol. 94(3):1904-11. [PubMed link]

  5. Knuth K.H.2005. Lattice duality: The origin of probability and entropy. Neurocomputing. 67C: 245-274. DOI: 10.1016/j.neucom.2004.11.039 [pdf (477 kb)]

  6. Knuth K.H.2004. Informed source separation: A Bayesian tutorial. To be published in: E. Kuruoglu (ed.), Proceedings of the 13th European Signal Processing Conference (EUSIPCO 2005), Antalya, Turkey. [pdf (81 kb)]

  7. Knuth K.H. 2004. Measuring questions: Relevance and its relation to entropy. To be published in: R. Fischer, V. Dose (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Garching, Germany 2004, AIP Conference Proceedings, American Institute of Physics, Melville NY. [arXiv link] [pdf (121 kb)] [ps.zip (262 kb)]

  8. Huyser K.A., Knuth K.H., Fischer B., Schumann J., Granquist-Fraser D., Hajian A.R. 2004. Discovering planetary nebula geometries: Explorations with a hierarchy of models. To be published in: R. Fischer, V. Dose (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Garching, Germany 2004, AIP Conference Proceedings, American Institute of Physics, Melville NY. [ps.zip (590 kb)][pdf (259kb)]

  9. Knuth K.H. 2003. Intelligent machines in the 21st century: Automating the processes of inference and inquiry. Phil. Trans. Roy. Soc. Lond. A, Millennium Issue. 361(1813):2859-73. [pdf (369kb)]

  10. Shah A.S., Bressler S.L., Knuth K.H., Ding M., Mehta A.D., Ulbert I., Schroeder C.E. 2003. Neural dynamics and the fundamental mechanisms of event-related brain potentials. Cerebral Cortex. (feature article)14: 476-483. [PubMed link] [pdf (457 kb)]

  11. 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)]

  12. Knuth K.H. 2003. Deriving laws from ordering relations. 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. 204-235. [arXiv link] [pdf (202 kb)]

  13. 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)]

  14. Fischer B., Hajian A.R., Knuth K.H., Schumann J. 2003. Automatic derivation of statistical data analysis algorithms: Planetary nebulae and beyond. 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. 276-294. [pdf (221 kb)]

  15. Gardner D., Abato M., Knuth K.H., and Robert A. 2003. Neuroinformatics for neurophysiology: The role, design, and use of databases. In: Databasing the Brain, edited by S.H. Koslow and S. Subramaniam. John Wiley, New York.

  16. Raine A., Ishikawa S.S, Arce E., Lencz T., Knuth K.H., Bihrle S., Lacasse L., and Colletti, P. 2003. Hippocampal structural asymmetry in unsuccessful psychopaths. Biol. Psychiatry. 55(2): 185-91. [PubMed link] [pdf (136 kb)]

  17. Peshkovsky, A., Knuth K.H., Helpern, J.A. 2002. Motion correction in MRI using an apparatus for dynamic angular position tracking (ADAPT). Magn Reson Med. 49(1):138-43. [PubMed link ]

  18. Knuth K.H. 2002. What is a question? 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. 227-242. [arXiv link] [pdf (367 kb)]

  19. Knuth K.H., Hajian A.R. 2002. Hierarchies of models: toward understanding planetary nebulae. 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. 92-103. [pdf (745 kb)]

  20. 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)]

  21. 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)]

  22. Szeszko P.R., Strous R., Goldman R.S., Ashtari M., Knuth K.H., Lieberman J.A., Bilder R.M. 2002. Neuropsychological correlates of hippocampus volumes in first-episode schizophrenia. Am J Psychiatry. 159(2):217-26. [PubMed link ]

  23. 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)]

  24. 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)]

  25. 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)]

  26. Gardner D., Abato M., Knuth K.H., DeBellis R., and Erde S.M. 2001. Dynamic publication model for neurophysiology databases. (Invited submission). Phil. Trans. Roy. Soc. Lond. B Biol. Sci. 356(1412):1229-47. [PubMed link ]

  27. 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)]

  28. Hajian, A.R. and Knuth K.H. 2001. Three-dimensional morphologies of planetary nebulae. In: A. Mohammad-Djafari (ed.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Paris 2000, American Institute of Physics, Melville NY, pp. 569-578. [pdf (299 kb)]

  29. Gardner D., Knuth K.H., Abato M., Erde S.M., White M., DeBellis R., Gardner E.P. 2001. Common data model for neuroscience data and data model exchange. J Am Med Inform Assoc. 8(1):17-33. [PubMed]

  30. Knuth K.H. 2001. Application of Bayesian inference to the study of hierarchical organization in self-organized complex adaptive systems. In: G.J. Erickson, J.T. Rychert and C.R. Smith (eds.), Bayesian Inference and Maximum Entropy Methods in Science and Engineering, Boise 1999, American Institute of Physics, Melville NY, pp. 264-273.

  31. 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)]

  32. 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)]

  33. 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)]

  34. 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)]

  35. Knuth K.H. 1998. Mathematics of distortion product otoacoustic emission generation. In: Neurotransmission and Hearing Loss: Basic Science and Clinical Applications, ed. C.I. Berlin, Singular Publishing Group, Inc., San Diego, pp. 149-159. [pdf (41 kb)]

  36. Knuth K.H., Broadhurst J.H., Schwartz B.J., and Hirschkoff E.C. 1996. Equivalent current sources of the auditory evoked gamma band and steady state fields. In: C.J. Aine, Y. Okada, G. Stroink, S.J. Swithenby, C.C. Wood (Eds.) Advances in Biomagnetism Research: Biomag96, Proceedings of the Tenth International Conference on Biomagnetism, pp. 943-946.

  37. Stephen, J.M., Broadhurst J.H., Knuth K.H., Schwartz B.J. 1996. Determination of the nature of the connection between the auditory and visual cortex by measuring the response to a combined visual and auditory stimulus using a 37-SQUID biomagnetometer. In: C.J. Aine, Y. Okada, G. Stroink, S.J. Swithenby, C.C. Wood (Eds.), Advances in Biomagnetism Research: Biomag96, Proceedings of the Tenth International Conference on Biomagnetism, pp. 874-876.

  38. Thompson B.J., Knuth K.H. and Lysak R.L. 1994. Quasiperiodicity of electron trajectories trapped in the auroral zone. Report to the Minnesota Supercomputer Institute UMSI 94/201, October 1994.