95 BIBLIOGRAPHY Anderson, T. W. (2003). An Introduction to Multivariate Statistical Analysis, third edition. John Wiley & Sons, Inc. Box, G. E. P., Jenkins, G. M., Reinsel, G. C. (1994). Time Series Analysis, Forcasting and Control, third edition. Prentice-Hall, Inc. Boyd, J. E. (2001). Video phase-locked loops in gait recognition. Proceedings of Eighth IEEE International Conference on Computer Vision, 1:696-703. Breiman, L., Friedman, J., Stone, C. J., Olshen, R. A. (1984). Classification and Regression Trees. Chapman & Hall/CRC. Cao, S. (2003). Spike Train Characterization and Decoding for Neural Prosthetic Devices. Ph.D. thesis, California Institute of Technology. Chang, C., Lin, C. (2001). LIBSVM : a library for support vector machines. Software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm. Cover, T. M., Thomas, J. A. (1991). Elements of Information Theory. John Wiley & Sons, Inc. Devroye, L., Gyorfi, L., Lugosi, G. (1996). A Probabilistic Theory of Pattern Recognition. Springer-Verlag, New York. Donoghue, J. P. (2002). Connecting cortex to machines: recent advances in brain interfaces. Nature Neuroscience, 5 Supplement:1085-1088. Dryen, I. L., Mardia, K. V. (1998). Statistical Shape Analysis. John Wiley & Sons Ltd. Duda, R. O., Hart, P. E., Stork, D. G. (2001). Pattern Classification, second edition. John Wiley & Sons, Inc. Durbin, J., Koopman, S. J. (2001). Time Series Analysis by State Space Methods. Oxford University Press. Federal Communications Commission. (2002). Revision of part 15 of the commission’s rules regarding ultra-wideband transmission systems: first report and order. ET-Docket: 98153. 96 Friedman, J. H., Tukey, J. W. (1974). A projection pursuit algorithm for exploratory data analysis. IEEE Transactions on Computers, c-23(9):881-890. Friedman, J. H. (1987). Exploratory projection pursuit. Journal of the American Statistical Association, 82(397):249-266. Fukunaga, K. (1990). Introduction to Statistical Pattern Recognition, second edition. Academic Press. Ghavami, M., Michael, L. B., Kohno, R. (2004). Ultra Wideband Signals and Systems in Communication Engineering. John Wiley & Sons, Ltd. Harvey, A. C. (1989). Forecasting, Structural Time Series Models and the Kalman Filter. Cambridge University Press. Hotelling, H. (1933). Analysis of a complex of statistical variables into principal components. Journal of Educational Psychology, 24:417-441,498-520. Huber, P. J. (1985). Projection pursuit. The Annals of Statistics, 13(2):435-475. Hsu, C., Chang, C., Lin, C. (2007). A practical guide to support vector classification. Hyvarinen, A. (1998). New approximations of differential entropy for independent component analysis and projection pursuit. In Advances in Neural Information Processing Systems, 10:273-279. MIT Press. Isaacs, R., Weber, D., Schwartz, A. (2000). Work toward real-time control of a cortical prosthesis. IEEE Trans. Rehabil. Eng. 8:196-198. Jolliffe, I. T. (2002). Principal Component Analysis, second edition. Springer-Verlag New York, Inc. Jones, M. C., Sibson, R. (1987). What is projection pursuit. Journal of the Royal Statistical Society, series A, 150(1):1-37. Koch, C. (1999). Biophysics of Computation, information processing in single neurons. Oxford University Press. Krzanowski, W. J. (1979). Between-groups comparison of principal components. Journal of the American Statistical Association, 74(367):703-707. Mallat, S. (1999). A Wavelet Tour of Signal Processing, second edition. Academic Press Inc. 97 Mardia, K. V., Kent, J. T., Bibby, J. M. (1979). Multivariate Analysis. Academic Press Inc. (London) Ltd. Meeker, D., Shenoy, K. V., Cao, S., Pesaran, B., Scherberger, H., Jarvis, M., Buneo, C. A., Batista, A. P., Kureshi, S. A., Mitra, P. P., Burdick, J. W., Andersen, R. A. (2001). Cognitive control signals for prosthetic systems. Society for Neuroscience, 27. Miller, D. J., Yan, L. (1999). Critic-driven ensemble classification. IEEE Transaction on Signal Processing, 47(10):2833-2844. Musallam, S., Corneil, B. D., Greger, B., Scherberger, H., Andersen, R. A. (2004). Cognitive control signals for neural prosthetics. Science, 305:258-262. Nason, G. P. (1992). Design and Choice of Projection Indices. Ph.D. thesis, University of Bath. Nicolelis, M. (2001). Actions from thoughts. Nature, 409:403-407. Nicolelis, M. (2002). The amazing adventures of robotrat. Trends in Cognitive Sciences, 6:449-450. Oppenheim, A. V., Schafer, R. W., Buck, J. R. (1999). Discrete Time Signal Processing, second edition. Prentice-Hall, Inc. Pajunen, P. (1998). Extensions of Linear Independent Component Analysis: Neural and Information-Theoretic Methods. Ph.D. thesis, Helsinki University of Technology. Pearson, K. (1901). On lines and planes of closest fit to systems of points in space. Philosophical Magazine, 2(6):559-572. Peden, M., Scurfield, R., Sleet, D., Mohan, D., Hyder, A. A., Jarawan, E., Mathers, C., editors. (2004). World Report on Road Traffic Injury Prevention. World Health Organization. Rice, J. A. (1995). Mathematical Statistics and Data Analysis, second edition. Duxbury Press. Richards, M. A. (2005). Fundamentals of Radar Signal Processing. McGraw-Hill. Rieke, F., Warland, D., Steveninck, R., Bialek, W. (1997). Spikes - Exploring the Neural Code. Massachusetts Institute of Technology. Salvador, S., Chan, P. (2007). Toward accurate dynamic time warping in linear time and space. Intelligent Data Analysis, 11:561-580 98 Santhanam, G., Ryu, S. I., Yu, B. M., Afshar, A., Shenoy, K. V. (2006). A highperformance brain-computer interface. Nature. 442:195-198. Schwartz, A. B., Moran, D. W. (2000). Arm trajectory and representation of movement processing in motor cortical activity. European Journal of Neuroscience, 12(6):1851-1856. Scott, D. W. (1992). Multivariate Density Estimation, Theory, Practice, and Visulization. John Wiley & Sons, Inc. Shen, X., Guizani, M., Qiu, R. C., Le-Ngoc, T., editors. (2006). Ultra-wideband Wireless Communications and Networks. John Wiley & Sons Ltd. Shenoy, K. V., Meeker, D., Cao, S., Kureshi, S. A., Pesaran, B., Mitra, P., Buneo, C. A., Batista, A. P., Burdick, J. W., Andersen, R. A. (2003). Neural prosthetic control signals from plan activity. NeuroReport, 14:591-596. Shores, T. S. (2006). Applied Linear Algebra and Matrix Analysis. Springer. Silverman, B. W. (1986). Density Estimation for Statistics and Data Analysis. Chapman & Hall/CRC. Strang, G. (2006). Linear Algebra and Its Applications, 4th edition. Thomson, Brooks/Cole. Taylor, J. D. (2001). Ultra Wideband Radar Technology. CRC Press LLC. Theodoridis, S., Koutroumbas, K. (2006). Pattern Recognition, third edition. Elsevier (USA). Turk, M., Pentland, A. (1991). Eigenfaces for recognition. Journal of Cognitive Neuroscience, 3(1):71-86 Wang, L., Ning, H., Tan, T., Hu, W. (2004). Fusion of static and dynamic body biometrics for gait detection. IEEE Transactions on Circuits and Systems for Video Technology, 14(2):149-158. Wessberg, J., Stambaugh, C., Kralik, J., Beck, P., Laubach, M., Chapin, J., Kim, J., Biggs, S., Srinivasan, M., Nicolelis, M. (2000). Real-time prediction of hand trajectory by emsembles of cortical neurons in primiates. Nature, 408(6810):361-365. Zhu, X. (2001). Fundamentals of Applied Information Theory. Tsinghua University Press.