Barak A. Pearlmutter, Ph.D. - Publications

Affiliations: 
National University of Ireland Maynooth, Maynooth, County Kildare, Ireland 
Website:
http://www.bcl.hamilton.ie/~barak/

37/76 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2014 Barbu A, Barrett DP, Chen W, Siddharth N, Xiong C, Corso JJ, Fellbaum CD, Hanson C, Hanson SJ, Hélie S, Malaia E, Pearlmutter BA, Siskind JM, Talavage TM, Wilbur RB. Seeing is worse than believing: Reading people's minds better than computer-vision methods recognize actions Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8693: 612-627. DOI: 10.1007/978-3-319-10602-1_40  0.486
2013 Pearlmutter BA, Houghton CJ. Dreams, mnemonics, and tuning for criticality. The Behavioral and Brain Sciences. 36: 625-6; discussion 63. PMID 24304767 DOI: 10.1017/S0140525X13001404  0.493
2009 Pearlmutter BA, Houghton CJ. A new hypothesis for sleep: tuning for criticality. Neural Computation. 21: 1622-41. PMID 19191602 DOI: 10.1162/neco.2009.05-08-787  0.514
2008 Soraghan C, Matthews F, Markham C, Pearlmutter BA, O'Neill R, Ward TE. A 12-channel, real-time near-infrared spectroscopy instrument for brain-computer interface applications. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 5648-51. PMID 19163998 DOI: 10.1109/IEMBS.2008.4650495  0.542
2008 Matthews F, Soraghan C, Ward TE, Markham C, Pearlmutter BA. Software platform for rapid prototyping of NIRS brain computer interfacing techniques. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 4840-3. PMID 19163800 DOI: 10.1109/IEMBS.2008.4650297  0.528
2008 Lalor EC, Yeap S, Reilly RB, Pearlmutter BA, Foxe JJ. Dissecting the cellular contributions to early visual sensory processing deficits in schizophrenia using the VESPA evoked response. Schizophrenia Research. 98: 256-64. PMID 17996424 DOI: 10.1016/J.Schres.2007.09.037  0.482
2008 O'Grady PD, Pearlmutter BA. The LOST algorithm: Finding lines and separating speech mixtures Eurasip Journal On Advances in Signal Processing. 2008. DOI: 10.1155/2008/784296  0.709
2008 Matthews F, Pearlmutter BA, Ward TE, Soraghan C, Markham C. Hemodynamics for brain-computer interfaces Ieee Signal Processing Magazine. 25: 87-94. DOI: 10.1109/Msp.2008.4408445  0.59
2008 O'Grady PD, Pearlmutter BA. Discovering speech phones using convolutive non-negative matrix factorisation with a sparseness constraint Neurocomputing. 72: 88-101. DOI: 10.1016/j.neucom.2008.01.033  0.722
2007 Lalor EC, Kelly SP, Pearlmutter BA, Reilly RB, Foxe JJ. Isolating endogenous visuo-spatial attentional effects using the novel visual-evoked spread spectrum analysis (VESPA) technique. The European Journal of Neuroscience. 26: 3536-42. PMID 18088279 DOI: 10.1111/J.1460-9568.2007.05968.X  0.513
2007 Parra LC, Pearlmutter BA. Illusory percepts from auditory adaptation. The Journal of the Acoustical Society of America. 121: 1632-41. PMID 17407900 DOI: 10.1121/1.2431346  0.508
2007 Jaramillo S, Pearlmutter BA. Optimal coding predicts attentional modulation of activity in neural systems. Neural Computation. 19: 1295-312. PMID 17381267 DOI: 10.1162/neco.2007.19.5.1295  0.564
2007 O'Grady PD, Pearlmutter BA. Convolutive non-negative matrix factorisation with a sparseness constraint Proceedings of the 2006 16th Ieee Signal Processing Society Workshop On Machine Learning For Signal Processing, Mlsp 2006. 427-432. DOI: 10.1109/MLSP.2006.275588  0.661
2007 Jaramillo S, Pearlmutter BA. Use your powers wisely: Resource allocation in parallel channels Proceedings of the 2006 16th Ieee Signal Processing Society Workshop On Machine Learning For Signal Processing, Mlsp 2006. 21-26. DOI: 10.1109/MLSP.2006.275515  0.457
2007 O'Grady PD, Pearlmutter BA. Discovering convolutive speech phones using sparseness and non-negativity Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4666: 520-527.  0.669
2006 Lalor EC, Reilly RB, Pearlmutter BA, Foxe JJ. A spectrum of colors: investigating the temporal frequency characteristics of the human visual system using a system identification approach. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 3720-3. PMID 17946199 DOI: 10.1109/IEMBS.2006.259688  0.452
2006 Lalor EC, Pearlmutter BA, Reilly RB, McDarby G, Foxe JJ. The VESPA: a method for the rapid estimation of a visual evoked potential. Neuroimage. 32: 1549-61. PMID 16875844 DOI: 10.1016/J.Neuroimage.2006.05.054  0.513
2006 Asari H, Pearlmutter BA, Zador AM. Sparse representations for the cocktail party problem. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 26: 7477-90. PMID 16837596 DOI: 10.1523/Jneurosci.1563-06.2006  0.733
2005 Jun SC, Pearlmutter BA. Fast robust subject-independent magnetoencephalographic source localization using an artificial neural network. Human Brain Mapping. 24: 21-34. PMID 15593270 DOI: 10.1002/Hbm.20068  0.577
2005 O'Grady PD, Pearlmutter BA, Rickard ST. Survey of sparse and non-sparse methods in source separation International Journal of Imaging Systems and Technology. 15: 18-33. DOI: 10.1002/Ima.20035  0.721
2005 Pearlmutter BA, Asari H, Zador AM. Neuronal predictions of sparse linear representations Forum Acusticum Budapest 2005: 4th European Congress On Acustics. L147-L152.  0.677
2004 Jaramillo S, Pearlmutter BA. A normative model of attention: Receptive field modulation Neurocomputing. 58: 613-618. DOI: 10.1016/j.neucom.2004.01.103  0.57
2004 O'Grady PD, Pearlmutter BA. Soft-LOST: Em on a mixture of oriented lines Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3195: 430-436.  0.642
2004 Pearlmutter BA, Zador AM. Monaural source separation using spectral cues Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3195: 478-485.  0.688
2003 Jun SC, Pearlmutter BA, Nolte G. MEG source localization using an MLP with a distributed output representation. Ieee Transactions On Bio-Medical Engineering. 50: 786-9. PMID 12814246 DOI: 10.1109/Tbme.2003.812154  0.601
2003 Pearlmutter BA, Jaramillo S. Progress in blind separation of magnetoencephalographic data Proceedings of Spie - the International Society For Optical Engineering. 5102: 129-134. DOI: 10.1117/12.502478  0.488
2003 Parra L, Alvino C, Tang A, Pearlmutter B, Yeung N, Osman A, Sajda P. Single-trial detection in EEG and MEG: Keeping it linear Neurocomputing. 52: 177-183. DOI: 10.1016/S0925-2312(02)00821-4  0.52
2002 Tang AC, Pearlmutter BA, Malaszenko NA, Phung DB. Independent components of magnetoencephalography: single-trial response onset times. Neuroimage. 17: 1773-89. PMID 12498751 DOI: 10.1006/Nimg.2002.1320  0.364
2002 Parra L, Alvino C, Tang A, Pearlmutter B, Yeung N, Osman A, Sajda P. Linear spatial integration for single-trial detection in encephalography. Neuroimage. 17: 223-30. PMID 12482079 DOI: 10.1006/Nimg.2002.1212  0.52
2002 Tang AC, Pearlmutter BA, Malaszenko NA, Phung DB, Reeb BC. Independent components of magnetoencephalography: localization. Neural Computation. 14: 1827-58. PMID 12180404 DOI: 10.1162/089976602760128036  0.369
2002 Jun SC, Pearlmutter BA, Nolte G. Fast accurate MEG source localization using a multilayer perceptron trained with real brain noise. Physics in Medicine and Biology. 47: 2547-60. PMID 12171339 DOI: 10.1088/0031-9155/47/14/312  0.555
2002 Zibulevsky M, Kisilev P, Zeevi YY, Pearlmutter B. Blind source separation via multinode sparse representation Advances in Neural Information Processing Systems 0.629
2001 Zibulevsky M, Pearlmutter BA. Blind source separation by sparse decomposition in a signal dictionary. Neural Computation. 13: 863-82. PMID 11255573 DOI: 10.1162/089976601300014385  0.673
2001 Kisilev P, Zibulevsky M, Zeevi YY, Pearlmutter BA. Multiscale blind source separation Proceedings of Spie - the International Society For Optical Engineering. 4391: 250-258. DOI: 10.1117/12.421206  0.664
2000 Tang AC, Pearlmutter BA, Zibulevsky M, Carter SA. Blind source separation of multichannel neuromagnetic responses Neurocomputing. 32: 1115-1120. DOI: 10.1016/S0925-2312(00)00286-1  0.655
2000 Tang AC, Pearlmutter BA, Hely TA, Zibulevsky M, Weisend MP. An MEG study of response latency and variability in the human visual system during a visual-motor integration task Advances in Neural Information Processing Systems. 185-191.  0.565
1996 Zador AM, Pearlmutter BA. VC Dimension of an Integrate-and-Fire Neuron Model Neural Computation. 8: 611-624. DOI: 10.1162/Neco.1996.8.3.611  0.699
Low-probability matches (unlikely to be authored by this person)
2013 Calhoun VD, Potluru VK, Phlypo R, Silva RF, Pearlmutter BA, Caprihan A, Plis SM, Adal? T. Independent component analysis for brain FMRI does indeed select for maximal independence. Plos One. 8: e73309. PMID 24009746 DOI: 10.1371/Journal.Pone.0073309  0.283
1995 Pearlmutter BA. Gradient calculations for dynamic recurrent neural networks: a survey. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 6: 1212-28. PMID 18263409 DOI: 10.1109/72.410363  0.278
1989 Pearlmutter BA. Learning state space trajectories in recurrent neural networks Ijcnn Int Jt Conf Neural Network. 365-372. DOI: 10.1162/Neco.1989.1.2.263  0.265
2016 Hamilton C, D'Arcy S, Pearlmutter BA, Crispino G, Lalor EC, Conlon BJ. An Investigation of Feasibility and Safety of Bi-Modal Stimulation for the Treatment of Tinnitus: An Open-Label Pilot Study. Neuromodulation : Journal of the International Neuromodulation Society. PMID 27310062 DOI: 10.1111/ner.12452  0.263
1995 Pearlmutter BA. Time-Skew Hebb rule in a nonisopotential neuron. Neural Computation. 7: 706-12. PMID 7584884 DOI: 10.1162/Neco.1995.7.4.706  0.256
2017 Geeraert S, Lehalle C, Pearlmutter BA, Pironneau O, Reghai A. Mini-symposium on automatic differentiation and its applications in the financial industry Esaim: Proceedings and Surveys. 59: 56-75. DOI: 10.1051/Proc/201759056  0.253
1994 Pearlmutter BA. Comments on 'hebbian learning is jointly controlled by electrotonic and input structure' Network: Computation in Neural Systems. 5: 425-426. DOI: 10.1088/0954-898X_5_3_007  0.245
1994 Pearlmutter BA. Fast Exact Multiplication by the Hessian Neural Computation. 6: 147-160. DOI: 10.1162/neco.1994.6.1.147  0.244
2019 MANZYUK O, PEARLMUTTER BA, RADUL AA, RUSH DR, SISKIND JM. Perturbation confusion in forward automatic differentiation of higher-order functions Journal of Functional Programming. 29. DOI: 10.1017/S095679681900008X  0.243
1992 Pearlmutter BA, Sanatchandran P. Comments on ;Dynamic programming approach to optimal weight selection in multilayer neural networks' [with reply]. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 3: 1028-9. PMID 18276503 DOI: 10.1109/72.165609  0.243
2008 Pearlmutter BA, Siskind JM. Reverse-mode AD in a functional framework: Lambda the ultimate backpropagator Acm Transactions On Programming Languages and Systems. 30. DOI: 10.1145/1330017.1330018  0.235
2013 Calhoun VD, Potluru VK, Phlypo R, Silva RF, Pearlmutter BA, Caprihan A, Plis SM, Adalı T. Correction: Independent Component Analysis for Brain fMRI Does Indeed Select for Maximal Independence Plos One. 8. DOI: 10.1371/Annotation/52C7B854-2D52-4B49-9F9F-6560830F9428  0.226
1996 Pearlmutter B. Garbage collection with pointers to individuals cells Communications of the Acm. 39: 202. DOI: 10.1145/272682.272712  0.217
2018 Siskind JM, Pearlmutter BA. Divide-and-conquer checkpointing for arbitrary programs with no user annotation Optimization Methods and Software. 33: 1288-1330. DOI: 10.1080/10556788.2018.1459621  0.214
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: e73456. PMID 24066049 DOI: 10.1371/journal.pone.0073456  0.209
1994 PEARLMUTTER B. Simplifying Neural Network Soft Weight-sharing Measures by Soft Weight-measure Soft Weight Sharing Connection Science. 6: 105-105. DOI: 10.1080/09540099408915712  0.199
1997 Pearlmutter BA, Parra LC. Maximum likelihood blind source separation: A context-sensitive generalization of ICA Advances in Neural Information Processing Systems. 613-619.  0.19
1996 Pearlmutter BA. Doing the twist: Diagonal meshes are isomorphic to twisted toroidal meshes Ieee Transactions On Computers. 45: 766-767. DOI: 10.1109/12.506434  0.185
2003 Pearlmutter BA, Potluru VK. Sparse separation: Principles and tricks Proceedings of Spie - the International Society For Optical Engineering. 5102: 1-4. DOI: 10.1117/12.502473  0.167
2009 Frein R, Rickard ST, A.pearlmutter B. Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5441: 573-580. DOI: 10.1007/978-3-642-00599-2_72  0.166
2004 Jun SC, Pearlmutter BA. Subject-independent magnetoencephalographic source localization by a multilayer perceptron Advances in Neural Information Processing Systems 0.133
2007 Pearlmutter BA, Olsson RK. Linear program differentiation for single-channel speech separation Proceedings of the 2006 16th Ieee Signal Processing Society Workshop On Machine Learning For Signal Processing, Mlsp 2006. 421-426. DOI: 10.1109/MLSP.2006.275587  0.117
2000 Haines KG, Pearlmutter BA, Moya JA, Edlund K, Caudell TP. Visualizing communication between neurons in the lamina ganglionaris of Musca domestica Proceedings of the International Joint Conference On Neural Networks. 3: 53-58.  0.105
2005 Murray-Smith R, Pearlmutter BA. Transformations of gaussian process priors Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3635: 110-123. DOI: 10.1007/11559887_7  0.08
2008 Pearlmutter BA, Siskind JM. Using programming language theory to make automatic differentiation sound and efficient Lecture Notes in Computational Science and Engineering. 64: 79-90. DOI: 10.1007/978-3-540-68942-3_8  0.08
1999 Warrender C, Forrest S, Pearlmutter B. Detecting intrusions using system calls: Alternative data models Proceedings - Ieee Symposium On Security and Privacy. 1999: 133-145. DOI: 10.1109/SECPRI.1999.766910  0.077
2005 Shi JQ, Murray-Smith R, Titterington DM, Pearlmutter BA. Filtered Gaussian processes for learning with large data-sets Lecture Notes in Computer Science. 3355: 128-139.  0.076
1998 Lang KJ, Pearlmutter BA, Price RA. Results of the abbadingo one DFA learning competition and a new evidence-driven state merging algorithm Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 1433: 1-12.  0.073
1986 Lang KJ, Pearlmutter BA. Oaklisp: An Object-Oriented Scheme with First Class Types Acm Sigplan Notices. 21: 30-37. DOI: 10.1145/960112.28701  0.068
2006 Soraghan C, Matthews F, Kelly D, Ward T, Markham C, Pearlmutter BA, Neill RO. A dual-channel optical brain-computer interface in a gaming environment Proceedings of Cgames 2006 - 9th International Conference On Computer Games: Artificial Intelligence and Mobile Systems. 35-39.  0.066
2007 Siskind JM, Pearlmutter BA. First-class nonstandard interpretations by opening closures Conference Record of the Annual Acm Symposium On Principles of Programming Languages. 71-76. DOI: 10.1145/1190216.1190230  0.058
2008 Matthews F, Soraghan C, Ward TE, Markham C, Pearlmutter BA. Software platform for rapid prototyping of MRS brain computer interfacing techniques Proceedings of the 30th Annual International Conference of the Ieee Engineering in Medicine and Biology Society, Embs'08 - "Personalized Healthcare Through Technology". 4840-4843.  0.049
1988 Lang KJ, Pearlmutter BA. Oaklisp: An object-oriented dialect of scheme Lisp and Symbolic Computation. 1: 39-51. DOI: 10.1007/BF01806175  0.044
2014 García MR, Pearlmutter BA, Wellstead PE, Middleton RH. Correction: A slow axon antidromic blockade hypothesis for tremor reduction via deep brain stimulation (PLoS ONE (2013) 8, 9 (e73456) DOI: 10.1371/journal.pone.0073456) Plos One. 9. DOI: 10.1371/journal.pone.0106145  0.042
2011 García MR, Verwoerd M, Pearlmutter BA, Wellstead PE, Middleton RH. Deep brain stimulation may reduce tremor by preferential blockade of slower axons via antidromic activation Proceedings of the Ieee Conference On Decision and Control. 6481-6486. DOI: 10.1109/CDC.2011.6160710  0.037
2000 Flake GW, Pearlmutter BA. Differentiating functions of the Jacobian with respect to the weights Advances in Neural Information Processing Systems. 435-441.  0.035
2008 Siskind JM, Pearlmutter BA. Nesting forward-mode AD in a functional framework Higher-Order and Symbolic Computation. 21: 361-376. DOI: 10.1007/s10990-008-9037-1  0.029
2012 Radul A, Pearlmutter BA, Siskind JM. AD in Fortran: Implementation via prepreprocessor Lecture Notes in Computational Science and Engineering. 87: 273-284. DOI: 10.1007/978-3-642-30023-3_25  0.025
2007 Pearlmutter BA, Siskind JM. Lazy multivariate higher-order forward-mode AD Conference Record of the Annual Acm Symposium On Principles of Programming Languages. 155-160. DOI: 10.1145/1190216.1190242  0.019
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