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Barak A. Pearlmutter
Barak A. Pearlmutter
Dept of Computer Science, Maynooth University
Adresse e-mail validée de pearlmutter.net - Page d'accueil
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Automatic differentiation in machine learning: a survey
AG Baydin, BA Pearlmutter, AA Radul, JM Siskind
The Journal of Machine Learning Research 18 (153), 1-43, 2018
40922018
Detecting intrusions using system calls: Alternative data models
C Warrender, S Forrest, B Pearlmutter
Proceedings of the 1999 IEEE symposium on security and privacy (Cat. No …, 1999
18941999
Blind source separation by sparse decomposition in a signal dictionary
M Zibulevsky, BA Pearlmutter, P Bofill, P Kisilev
Independent component analysis: principles and practice, 181-208, 2001
11892001
Learning state space trajectories in recurrent neural networks
Pearlmutter
International 1989 Joint Conference on Neural Networks, 365-372 vol. 2, 1989
11461989
Fast exact multiplication by the Hessian
BA Pearlmutter
Neural computation 6 (1), 147-160, 1994
8971994
Gradient calculations for dynamic recurrent neural networks: A survey
BA Pearlmutter
IEEE Transactions on Neural networks 6 (5), 1212-1228, 1995
7941995
A context-sensitive generalization of ICA
BA Pearlmutter, LC Parra
International conference on neural information processing 151, 1996
574*1996
Results of the Abbadingo one DFA learning competition and a new evidence-driven state merging algorithm
KJ Lang, BA Pearlmutter, RA Price
Grammatical Inference, 1-12, 1998
4901998
Survey of sparse and non‐sparse methods in source separation
PD O'grady, BA Pearlmutter, ST Rickard
International Journal of Imaging Systems and Technology 15 (1), 18-33, 2005
2552005
Linear spatial integration for single-trial detection in encephalography
L Parra, C Alvino, A Tang, B Pearlmutter, N Yeung, A Osman, P Sajda
NeuroImage 17 (1), 223-230, 2002
2492002
Dynamic recurrent neural networks
BA Pearlmutter
Computer Science Department, Carnegie Mellon University, 1990
2381990
Equivalence proofs for multi-layer perceptron classifiers and the Bayesian discriminant function
JB Hampshire II, B Pearlmutter
Connectionist Models, 159-172, 1991
2301991
Hemodynamics for brain-computer interfaces
F Matthews, BA Pearlmutter, TE Wards, C Soraghan, C Markham
IEEE Signal Processing Magazine 25 (1), 87-94, 2007
2052007
The VESPA: a method for the rapid estimation of a visual evoked potential
EC Lalor, BA Pearlmutter, RB Reilly, G McDarby, JJ Foxe
Neuroimage 32 (4), 1549-1561, 2006
1782006
Automatic learning rate maximization by on-line estimation of the hessian's eigenvectors
Y LeCun, P Simard, B Pearlmutter
Advances in neural information processing systems 5, 1992
1621992
Reverse-mode AD in a functional framework: Lambda the ultimate backpropagator
BA Pearlmutter, JM Siskind
ACM Transactions on Programming Languages and Systems (TOPLAS) 30 (2), 1-36, 2008
1602008
Independent components of magnetoencephalography: localization
AC Tang, BA Pearlmutter, NA Malaszenko, DB Phung, BC Reeb
Neural computation 14 (8), 1827-1858, 2002
1372002
Convolutive non-negative matrix factorisation with a sparseness constraint
PD O'grady, BA Pearlmutter
2006 16th IEEE Signal Processing Society Workshop on Machine Learning for …, 2006
1362006
Blind source separation via multinode sparse representation
M Zibulevsky, P Kisilev, YY Zeevi, BA Pearlmutter
Advances in Neural Information Processing Systems 14, 1049-1056, 2002
1292002
Illusory percepts from auditory adaptation
LC Parra, BA Pearlmutter
The Journal of the Acoustical Society of America 121 (3), 1632-1641, 2007
1142007
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