Barak A. Pearlmutter

Vamsi K. Potluru, Sergey M. Plis, Jonathan Le Roux, Barak A. Pearlmutter, Vince D. Calhoun, Thomas P. Hayes: Block Coordinate Descent for Sparse NMF. CoRR abs/1301.3527 (2013)

Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind: AD in Fortran, Part 1: Design. CoRR abs/1203.1448 (2012)

Alexey Radul, Barak A. Pearlmutter, Jeffrey Mark Siskind: AD in Fortran, Part 2: Implementation via Prepreprocessor. CoRR abs/1203.1450 (2012)

Oleksandr Manzyuk, Barak A. Pearlmutter, Alexey Andreyevich Radul, David R. Rush, Jeffrey Mark Siskind: Confusion of Tagged Perturbations in Forward Automatic Differentiation of Higher-Order Functions. CoRR abs/1211.4892 (2012)

Miriam R. Garcia, Mark Verwoerd, Barak A. Pearlmutter, Peter Wellstead, Richard H. Middleton: Deep brain stimulation may reduce tremor by preferential blockade of slower axons via antidromic activation. CDC-ECE 2011: 6481-6486

Barak A. Pearlmutter, Conor Houghton: A New Hypothesis for Sleep: Tuning for Criticality. Neural Computation 21(6): 1622-1641 (2009)

Ruairí de Fréin, Scott T. Rickard, Barak A. Pearlmutter: Constructing Time-Frequency Dictionaries for Source Separation via Time-Frequency Masking and Source Localisation. ICA 2009: 573-580

Paul D. O'Grady, Barak A. Pearlmutter: The LOST Algorithm: Finding Lines and Separating Speech Mixtures. EURASIP J. Adv. Sig. Proc. 2008 (2008)

Paul D. O'Grady, Barak A. Pearlmutter: Discovering speech phones using convolutive non-negative matrix factorisation with a sparseness constraint. Neurocomputing 72(1-3): 88-101 (2008)

Jeffrey Mark Siskind, Barak A. Pearlmutter: Nesting forward-mode AD in a functional framework. Higher-Order and Symbolic Computation 21(4): 361-376 (2008)

Barak A. Pearlmutter, Jeffrey Mark Siskind: Reverse-mode AD in a functional framework: Lambda the ultimate backpropagator. ACM Trans. Program. Lang. Syst. 30(2) (2008)

Santiago Jaramillo, Barak A. Pearlmutter: Optimal Coding Predicts Attentional Modulation of Activity in Neural Systems. Neural Computation 19(5): 1295-1312 (2007)

Paul D. O'Grady, Barak A. Pearlmutter: Discovering Convolutive Speech Phones Using Sparseness and Non-negativity. ICA 2007: 520-527

Jeffrey Mark Siskind, Barak A. Pearlmutter: First-class nonstandard interpretations by opening closures. POPL 2007: 71-76

Barak A. Pearlmutter, Jeffrey Mark Siskind: Lazy multivariate higher-order forward-mode AD. POPL 2007: 155-160

Paul D. O'Grady, Barak A. Pearlmutter, Scott T. Rickard: Survey of sparse and non-sparse methods in source separation. Int. J. Imaging Systems and Technology 15(1): 18-33 (2005)

Barak A. Pearlmutter: Bounds on Query Convergence. CoRR abs/cs/0511088 (2005)

Santiago Jaramillo, Barak A. Pearlmutter: A normative model of attention: receptive field modulation. Neurocomputing 58-60: 613-618 (2004)

Roderick Murray-Smith, Barak A. Pearlmutter: Transformations of Gaussian Process Priors. Deterministic and Statistical Methods in Machine Learning 2004: 110-123

Paul D. O'Grady, Barak A. Pearlmutter: Soft-LOST: EM on a Mixture of Oriented Lines. ICA 2004: 430-436

Barak A. Pearlmutter, Anthony M. Zador: Monaural Source Separation Using Spectral Cues. ICA 2004: 478-485

Lucas C. Parra, Christopher V. Alvino, Akaysha C. Tang, Barak A. Pearlmutter, Nick Yeung, Allen Osman, Paul Sajda: Single-trial detection in EEG and MEG: Keeping it linear. Neurocomputing 52-54: 177-183 (2003)

Sung Chan Jun, Barak A. Pearlmutter, Guido Nolte: MEG source localization using an MLP with a distributed output representation. IEEE Trans. Biomed. Engineering 50(6): 786-789 (2003)

Jian Qing Shi, Roderick Murray-Smith, D. M. Titterington, Barak A. Pearlmutter: Filtered Gaussian Processes for Learning with Large Data-Sets. European Summer School on Multi-AgentControl 2003: 128-139

Sung Chan Jun, Barak A. Pearlmutter: Subject-Independent Magnetoencephalographic Source Localization by a Multilayer Perceptron. NIPS 2003

Akaysha C. Tang, Barak A. Pearlmutter, Natalie A. Malaszenko, Dan B. Phung, Bethany C. Reeb: Independent Components of Magnetoencephalography: Localization. Neural Computation 14(8): 1827-1858 (2002)

Michael Zibulevsky, Barak A. Pearlmutter: Blind Source Separation by Sparse Decomposition in a Signal Dictionary. Neural Computation 13(4): 863-882 (2001)

Michael Zibulevsky, Pavel Kisilev, Yehoshua Y. Zeevi, Barak A. Pearlmutter: Blind Source Separation via Multinode Sparse Representation. NIPS 2001: 1049-1056

Akaysha C. Tang, Barak A. Pearlmutter, Michael Zibulevsky, Scott A. Carter: Blind source separation of multichannel neuromagnetic responses. Neurocomputing 32-33: 1115-1120 (2000)

Karen G. Haines, Kim M. Edlund, Thomas P. Caudell, Barak A. Pearlmutter, John A. Moya: Visualizing Communication between Neurons in the Lamina Ganglionaris of Musca domestica. IJCNN (3) 2000: 53-60

Akaysha C. Tang, Barak A. Pearlmutter, Tim A. Hely, Michael Zibulevsky, Michael P. Weisend: An MEG Study of Response Latency and Variability in the Human Visual System During a Visual-Motor Integration Task. NIPS 1999: 185-191

Gary William Flake, Barak A. Pearlmutter: Differentiating Functions of the Jacobian with Respect to the Weights. NIPS 1999: 435-441

Christina Warrender, Stephanie Forrest, Barak A. Pearlmutter: Detecting Intrusions using System Calls: Alternative Data Models. IEEE Symposium on Security and Privacy 1999: 133-145

Kevin J. Lang, Barak A. Pearlmutter, Rodney A. Price: Results of the Abbadingo One DFA Learning Competition and a New Evidence-Driven State Merging Algorithm. ICGI 1998: 1-12

Barak A. Pearlmutter: Garbage Collection with Pointers to Individual Cells. Commun. ACM 39(12es): 202-206 (1996)

Barak A. Pearlmutter: Doing the Twist: Diagonal Meshes Are Isomorphic to Twisted Toroidal Meshes. IEEE Trans. Computers 45(6): 766-767 (1996)

Anthony M. Zador, Barak A. Pearlmutter: VC Dimension of an Integrate-and-Fire Neuron Model. COLT 1996: 10-18

Barak A. Pearlmutter, Lucas C. Parra: Maximum Likelihood Blind Source Separation: A Context-Sensitive Generalization of ICA. NIPS 1996: 613-619

Barak A. Pearlmutter: Time-Skew Hebb rule in a nonisopotential neuron. Neural Computation 7(4): 706-712 (1995)

Barak A. Pearlmutter: Gradient calculations for dynamic recurrent neural networks: a survey. IEEE Trans. Neural Netw. Learning Syst. 6(5): 1212-1228 (1995)

Barak A. Pearlmutter: Fast Exact Multiplication by the Hessian. Neural Computation 6(1): 147-160 (1994)

Joe Kilian, Kevin J. Lang, Barak A. Pearlmutter: Playing the Matching-Shoulders Lob-Pass Game with Logarithmic Regret. COLT 1994: 159-164

Yann LeCun, Patrice Simard, Barak A. Pearlmutter: Automatic Learning Rate Maximization in Large Adaptive Machines. NIPS 1992: 156-163

Barak A. Pearlmutter: Gradient Descent: Second Order Momentum and Saturating Error. NIPS 1991: 887-894

Barak A. Pearlmutter, Ronald Rosenfeld: Chaitin-Kolmogorov Complexity and Generalization in Neural Networks. NIPS 1990: 925-931

Kevin J. Lang, Barak A. Pearlmutter: Oaklisp: An Object-Oriented Dialect of Scheme. Lisp and Symbolic Computation 1(1): 39-51 (1988)

Kenneth Y. Goldberg, Barak A. Pearlmutter: Using Backpropagation with Temporal Windows to Learn the Dynamics of the CMU Direct-Drive Arm II. NIPS 1988: 356-363

Kevin J. Lang, Barak A. Pearlmutter: Oaklisp: an Object-Oriented Scheme with First Class Types. OOPSLA 1986: 30-37