Select Publications
Journal articles
2004, 'Dynamic analyses of information encoding in neural ensembles', Neural Computation, 16, pp. 277 - 307
,2004, 'Dynamic analysis of neural encoding by point process adaptive filtering', Neural Computation, 16, pp. 971 - 998
,2004, 'Spatiotemporal wavelet analysis for functional MRI.', Neuroimage, 23, pp. 500 - 516, http://dx.doi.org/10.1016/j.neuroimage.2004.04.017
,2003, 'Spatial wavelets for temporally correlated FMRI', IEEE International Conference on Image Processing, 2, pp. 843 - 846
,2003, 'An EM algorithm for singular State Space Models', Proceedings of the IEEE Conference on Decision and Control, 4, pp. 3457 - 3460, http://dx.doi.org/10.1109/CDC.2003.1271681
,2003, 'Empirical choice of smoothing parameters in optical flow with correlated errors', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 3, pp. 161 - 164
,2003, 'Signals in coloured noise: Joint non-parametric estimation of signal and of noise spectrum', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 6, pp. 301 - 304
,2002, 'Construction and analysis of non-Gaussian spatial models of neural spiking activity', Neurocomputing, 44-46, pp. 309 - 314
,2002, 'Contrasting patterns of receptive field plasticity in the hippocampus and the entorhinal cortex: an adaptive filtering approach', Journal of Neuroscience, 22(9), pp. 3817 - 3830
,2002, 'Motion and ballistocardiogram artifact removal forinterleaved recording of EEG and EPs during MRI', Neuroimage, 16, pp. 1127 - 1141
,2001, 'Asymptotics for complexity regularized transfer function estimation with orthonormal bases', Proceedings of the IEEE Conference on Decision and Control, 5, pp. 4766 - 4769
,2001, 'Discussion', Journal of the American Statistical Association, 96, pp. 963 - 964
,2001, 'Regularization of wavelet approximations - Discussion', JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 96, pp. 963 - 964, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000170729300023&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2001, 'Ballistocardiogram removal and motion correction for interleaved recording of EEG and ERP during MRI', NEUROIMAGE, 13, pp. S39 - S39, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000169106300040&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
,2001, 'Automatic stopping criterion for anisotropic diffusion', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 6, pp. 3929 - 3932
,2001, 'Spatio-temporal signal processing for multisubject functional MRI studies', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 6, pp. 3441 - 3444, http://dx.doi.org/10.1109/ICASSP.2001.940581
,2001, 'A signal estimation approach to functional MRI', IEEE Transactions on Medical Imaging, 20, pp. 26 - 35
,2001, 'An analysis of neural receptive field dynamics by point process adaptive filtering', Proceedings of the National Academy of Sciences of the United States of America, pp. 12261 - 12266
,2001, 'Errors-in-variables modelling in optical flow estimation', IEEE Transactions on Image Processing, 10, pp. 1528 - 1540
,2001, 'Locally regularised spatio-temporal modelling and model comparison for functional MRI', Neuroimage, 14, pp. 912 - 923
,2000, 'The End of Time Series', Journal of the American Statistical Association, 95, pp. 1346 - 1349, http://dx.doi.org/10.1080/01621459.2000.10474345
,2000, 'A Simple Derivation of the Smoothing Spline', The American Statistician, 54, pp. 40 - 43, http://dx.doi.org/10.1080/00031305.2000.10474506
,2000, 'Limits to estimation in stochastic ill-conditioned inverse problems', IEEE Transactions on Information Theory, 46, pp. 1872 - 1880, http://dx.doi.org/10.1109/18.857797
,2000, 'Spatio-temporal longitudinal data analysis', NeuroImage, 11, pp. S654 - S654, http://dx.doi.org/10.1016/s1053-8119(00)91584-2
,1999, 'Adaptive control of a time-varying parabolic system: Averaging analysis', IFAC Proceedings Volumes, 32, pp. 2476 - 2481, http://dx.doi.org/10.1016/s1474-6670(17)56421-6
,1999, 'Bandwidth selection for local linear regression: A simulation study', Computational Statistics, 14, pp. 515 - 532, http://dx.doi.org/10.1007/s001800050029
,1999, 'More on robust identification and large deviations', IFAC Proceedings Volumes, 32, pp. 4218 - 4222, http://dx.doi.org/10.1016/s1474-6670(17)56719-1
,1998, 'Performance analysis of adaptive eigenanalysis algorithms', IEEE TRANSACTIONS ON SIGNAL PROCESSING, 46, pp. 636 - 646, http://dx.doi.org/10.1109/78.661331
,1997, 'The stability of LMS', IEEE Transactions on Signal Processing, 45, pp. 3017 - 3026, http://dx.doi.org/10.1109/78.650261
,1996, 'Deterministic adaptive control with slowly varying parameters: an averaging analysis', International Journal of Control, 64, pp. 99 - 125, http://dx.doi.org/10.1080/00207179608921619
,1996, 'Temporal correlation in fMRI of the visual cortex: Impact on imaging rate', NeuroImage, 3, pp. S107 - S107, http://dx.doi.org/10.1016/s1053-8119(96)80109-1
,1995, 'Errors in Variables and Cointegration', Econometric Theory, 11, pp. 60 - 80, http://dx.doi.org/10.1017/s0266466600009038
,1994, 'STOCHASTIC AVERAGING ANALYSIS OF A STEEPEST-DESCENT-TYPE ADAPTIVE TIME-DELAY ESTIMATION ALGORITHM', MATHEMATICS OF CONTROL SIGNALS AND SYSTEMS, 7, pp. 121 - 147, http://dx.doi.org/10.1007/BF01211470
,1994, 'On the stability of slowly time-varying linear systems', Mathematics of Control, Signals, and Systems, 7, pp. 331 - 350, http://dx.doi.org/10.1007/bf01211523
,1993, 'Adaptive Control Performance with Time Varying Parameters', IFAC Proceedings Volumes, 26, pp. 397 - 399, http://dx.doi.org/10.1016/s1474-6670(17)49153-1
,1992, 'The error variance of LMS with time-varying weights', IEEE Transactions on Signal Processing, 40, pp. 803 - 813, http://dx.doi.org/10.1109/78.127953
,1992, 'The Statistical Theory of Linear Systems E. J. Hannan and Manfred Deistler John Wiley & Sons, 1988', Econometric Theory, 8, pp. 135 - 143, http://dx.doi.org/10.1017/s026646660001080x
,1990, 'Stochastic adaptive control and Martingale limit theory', IEEE Transactions on Automatic Control, 35, pp. 66 - 71, http://dx.doi.org/10.1109/9.45146
,1989, 'Adaptive spectral factorization', IEEE Transactions on Automatic Control, 34, pp. 1047 - 1051, http://dx.doi.org/10.1109/9.35274
,1989, 'The limiting behavior of LMS', IEEE Transactions on Acoustics, Speech, and Signal Processing, 37, pp. 1909 - 1922, http://dx.doi.org/10.1109/29.45537
,1984, 'Consistency for the least squares estimator in a transfer function model', Journal of Applied Probability, 21, pp. 88 - 97, http://dx.doi.org/10.2307/3213667
,1984, 'Consistency for the least squares estimator in a transfer function model', Journal of Applied Probability, 21, pp. 88 - 97, http://dx.doi.org/10.1017/s0021900200024402
,1984, 'The Order of Differencing in ARIMA Models', Journal of the American Statistical Association, 79, pp. 916 - 921, http://dx.doi.org/10.1080/01621459.1984.10477111
,1982, 'Stochastic approximation and the final value theorem', Stochastic Processes and their Applications, 13, pp. 139 - 156, http://dx.doi.org/10.1016/0304-4149(82)90031-x
,1982, 'Stochastic approximation with dependent noise', Stochastic Processes and their Applications, 13, pp. 157 - 170, http://dx.doi.org/10.1016/0304-4149(82)90032-1
,1981, 'The convergence of an instrumental-variable-like recursion', Automatica, 17, pp. 545 - 547, http://dx.doi.org/10.1016/0005-1098(81)90012-1
,Conference Papers
2024, 'Symmetric VAR(1) Modelling with Guaranteed Stability', in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pp. 9786 - 9790, presented at ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 14 April 2024 - 19 April 2024, http://dx.doi.org/10.1109/icassp48485.2024.10446278
,2024, 'Vector Nonlinear Hawkes Model with Inhibition', in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), IEEE, pp. 9381 - 9385, presented at ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 14 April 2024 - 19 April 2024, http://dx.doi.org/10.1109/icassp48485.2024.10447472
,2023, 'Asymptotic Bias and Variance of Kernel Ridge Regression', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, http://dx.doi.org/10.1109/ICASSP49357.2023.10096774
,2023, 'Hawkes Network Identification with Log-Sparsity Penalty', in Proceedings of the IEEE Conference on Decision and Control, pp. 1201 - 1206, http://dx.doi.org/10.1109/CDC49753.2023.10383386
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