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Publications 

Links: Hamilton Institute Thesis Archive

Year Authors Title
  2013 García MR, Pearlmutter BA, Wellstead PE, Middleton RH A Slow Axon Antidromic Blockade Hypothesis for Tremor Reduction via Deep Brain Stimulation PLoS ONE, 8(9). DOI: 10.1371/journal.pone.0073456 [bibtex]
  2011 M.R. Garcia, M. Verwoerd, B.A. Pearlmutter, P.E. Wellstead, R.H. Middleton Deep Brain Stimulation may Reduce Tremor by Preferential Blockade of Slower Axons via Antidromic Activation Proceedings of the 50st IEEE Conference on Decision and Control [bibtex]
  2009 Barak A. Pearlmutter and Conor J. Houghton A New Hypothesis for Sleep: Tuning for Criticality Neural Computation, 21(6). DOI: 10.1162/neco.2009.05-08-787 [bibtex]
  2008 Jeffrey Mark Siskind and Barak A. Pearlmutter Nesting forward-mode AD in a functional framework Higher Order and Symbolic Computation, 21(4), pp361-376. DOI: 10.1007/s10990-008-9037-1 [bibtex]
  2008 Paul D. O'Grady and Barak A. Pearlmutter Discovering Speech Phones Using Convolutive Non-negative Matrix Factorisation with a Sparseness Constraint Neurocomputing, 72(1-3), pp88-101. DOI: 10.1016/j.neucom.2008.01.033 [bibtex]
  2008 B. A. Pearlmutter and J. M. Siskind Using programming language theory to make AD sound and efficient Proceedings of the 5th International Conference on Automatic Differentiation, Bonn, Germany, pp79-90. DOI: 10.1007/978-3-540-68942-3_8. Springer-Verlag [bibtex]
  2008 Barak A. Pearlmutter and Jeffrey Mark Siskind Reverse-Mode AD in a functional framework: Lambda the ultimate backpropagator TOPLAS, 30(2), pp1-36. DOI: 10.1145/1330017.1330018 [bibtex]
  2008 Paul D. O'Grady and Barak A. Pearlmutter The LOST Algorithm: Finding Lines and Separating Speech Mixtures EURASIP Journal on Advances in Signal Processing. DOI: 10.1155/2008/784296 [bibtex]
  2008 F. Matthews, B. A. Pearlmutter, T. E. Ward, C. Soraghan, and C. Markham Hemodynamics for Brain-Computer Interfaces: Optical correlates of control signals IEEE Signal Processing Magazine, 25(1), pp87-94. DOI: 10.1109/MSP.2007.909011 [bibtex]
  2008 Edmund C. Lalor, Sherlyn Yeap, Richard B. Reilly, Barak A. Pearlmutter, and John J. Fox Dissecting the cellular contributions to early visual sensory processing deficits in schizophrenia using the VESPA evoked response Schizophrenia Research, 98(1-3), pp256-264. DOI: 10.1016/j.schres.2007.09.037 [bibtex]
  2008 C. Soraghan, F. Matthews, C. Markham, B. A. Pearlmutter, R. O'Neill, and T. E. Ward A 12-channel, real- time near-infrared spectroscopy instrument for brain-computer interface applications Proc. 30th Annual International IEEE EMBS Conference, Vancouver, British Columbia, Canada [bibtex]
  2008 F. Matthews, C. Soraghan, T. E. Ward, C. Markham, and B. A. Pearlmutter Software platform for rapid prototyping of NIRS brain computer interfacing techniques 30th Annual International IEEE EMBS Conference, pages 4840-3, Vancouver, British Columbia, Canada [bibtex]
  2007 Edmund C. Lalor, Simon P. Kelly, Barak A. Pearlmutter, Richard B. Reilly, and John J. Foxe Isolating endogenous visuo-spatial attentional effects using the novel visual-evoked spread spectrum analysis (VESPA) technique European Journal of Neuroscience, 26(12), pp3536-3542. DOI: 10.1111/j.1460-9568.2007.05968.x [bibtex]
  2007 Paul D. O'Grady and Barak A. Pearlmutter Discovering convolutive speech phones using sparseness and nonnegativity Proc. Seventh International Conference on Independent Component Analysis (ICA-2007), pp520-527 [bibtex]
  2007 Santiago Jaramillo and Barak A. Pearlmutter. Optimal coding predicts attentional modulation in neuronal systems Neural Computation, 19(5), pp1295-1312. DOI: 10.1162/neco.2007.19.5.1295 [bibtex]
  2007 Lucas C. Parra and Barak A. Pearlmutter Illusory Percepts from Auditory Adaptation Journal of the Acoustical Society of America, 121(3), pp1632-1641. DOI: 10.1121/1.2431346 [bibtex]
  2007 Jeffrey Mark Siskind and Barak A. Pearlmutter First-Class Nonstandard Interpretations by Opening Closures Proceedings of the 2007 Symposium on Principles of Programming Languages (POPL 2007), Nice France, pp71-76. DOI: 10.1145/1190216.1190230 [bibtex]
  2007 Barak A. Pearlmutter and Jeffrey Mark Siskind Lazy Multivariate Higher-Order Forward-Mode AD Proceedings of the 2007 Symposium on Principles of Programming Languages (POPL 2007), Nice France, pp155-160. DOI: 10.1145/1190215.1190242 [bibtex]
  2006 Edmund C. Lalor, Barak A. Pearlmutter, John J. Foxe, Richard B. Reilly, and Gary McDarby Spread-Spectrum Intensity Modulation for Rapid Estimation of a Visually Evoked Potential NeuroImage, 32, pp1549-1561 [bibtex]
  2006 Hiroki Asari, Barak A. Pearlmutter, and Anthony M. Zador Sparse Representations for the Cocktail Party Problem Journal of Neuroscience, 26(28), pp7477-7490. DOI: 10.1523/JNEUROSCI.1563-06.2006 [bibtex]
  2006 Santiago Jaramillo and Barak A. Pearlmutter Use your powers wisely: Resource allocation in parallel channels Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2006). DOI: 10.1109/MLSP.2006.275515 [bibtex]
  2006 Paul D. O'Grady and Barak A. Pearlmutter Convolutive Non-Negative Matrix Factorisation with Sparseness Constraint Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2006). DOI: 10.1109/MLSP.2006.275588 [bibtex]
  2006 Barak A. Pearlmutter and Rasmus K. Olsson Linear program differentiation for single-channel speech separation Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2006). DOI: 10.1109/MLSP.2006.275587 [bibtex]
  2006 E. C. Lalor, R. B. Reilly, B. A. Pearlmutter, and J. J. Foxe A spectrum of colors: Investigating the temporal frequency characteristics of the human visual system using a system identification approach Proc. IEEE Eng. Med. Biol. Soc. DOI: 10.1109/IEMBS.2006.259688 [bibtex]
  2006 C. Soraghan, F. Matthews, D. Kelly, T. Ward, C. Markham, B. A. Pearlmutter, and R. O'Neill. A dual-channel optical brain-computer interface in a gaming environment Proc. 9th Int. Conf. Computer Games: AI, Animation, Mobile, Educational and Serious Games, pages 35-9, Dublin, Ireland [bibtex]
  2005 Sung Chan Jun and Barak A. Pearlmutter Fast Robust Subject-Independent Magnetoencephalographic Source Localization using an Artificial Neural Network Human Brain Mapping, 1, pp21-34 [bibtex]
  2005 R. Murray-Smith, B. A. Pearlmutter, Transformations of Gaussian Process priors in J. Winkler, N. Lawrence, M. Niranjan (Eds.): Deterministic and In: Statistical Methods in Machine Learning, LNAI 3635, Springer-Verlag, pp. 110-123, 2005 [bibtex]
  2005 J.Q. Shi, R. Murray-Smith, and D.M. Titterington, B. Pearlmutter, Learning with large data sets using filtered Gaussian Process priors Proceedings of the Hamilton Summer School on Switching and Learning in Feedback systems, Ed. R. Murray-Smith, R. Shorten, Springer-Verlag, Lecture Notes in Computing Science, Vol. 3355, p128-139, 2005. [bibtex]
  2005 Jeffrey Mark Siskind and Barak A. Pearlmutter Perturbation Confusion and Referential Transparency: Correct Functional Implementation of Forward-Mode AD Proceedings of the 17th International Workshop on Implementation and Application of Functional Languages (IFL2005), Sep 19-21, 2005, Dublin Ireland [bibtex]
  2005 Barak A. Pearlmutter and Hiroki Asari and Anthony M. Zador Neuronal Predictions of Sparse Linear Representations Forum Acusticum 2005, Aug 29-Sep 2, Budapest, Hungary [bibtex]
  2005 Paul D. O'Grady and Barak A. Pearlmutter Hard-LOST: Modified k-Means for Oriented Lines Proc. ISSC-2004, Jun 30-Jul 2, 2004, Belfast, Northern Ireland [bibtex]
  2004 Santiago Jaramillo and Barak A. Pearlmutter A normative model of attention: receptive field modulation Neurocomputing, 58-60, pp613-618 [bibtex]
  2004 P. D. O'Grady and Barak A. Pearlmutter Soft-LOST: EM on a Mixture of Oriented Lines Proc. ICA2004 [bibtex]
  2004 Barak A. Pearlmutter and Anthony M. Zador Monaural Source Separation Using Spectral Cues Proc. ICA2004 [bibtex]
  2004 Sung Chan Jun and Barak A. Pearlmutter Subject-Independent Magnetoencephalographic Source Localization by a Multilayer Perceptron Advances in Neural Information Processing Systems 16. MIT Press [bibtex]
  2003 Sung Chan Jun, Barak A. Pearlmutter, and Guido Nolte MEG source localization using an MLP with a distributed output representation IEEE Transactions on Biomedical Engineering, 50(6), pp786-789 [bibtex]
  2003 R. Murray-Smith, B. Pearlmutter Transformations of Gaussian Process priors, DCS Technical Report TR-2003-149, Department of Computing Science, Glasgow University, June, 2003
  2003 Lucas Parra, Chris Alvino, Akaysha Tang, Barak Pearlmutter, Nick Yeung, Allen Osman, and Paul Sajda Single-trial detection in EEG and MEG: Keeping it linear Neurocomputing , 52, pp177-183 [bibtex]
  2003 B. A. Pearlmutter and Vamsi K. Potluru Sparse Separation: Principles and Tricks Proc SPIE volume 5102, "Independent Component Analyses, Wavelets, and Neural Networks", April 2003, pages 1-4 [bibtex]
  2003 B. A. Pearlmutter and S. Jaramillo Progress in Blind Separation of Magnetoencephalographic Data Proc SPIE volume 5102, "Independent Component Analyses, Wavelets, and Neural Networks", April 2003, pages 129-134 [bibtex]
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