Concepedia

Barak A. Pearlmutter

BA

Statistics

Publications

64

Citations

9.1K

H-Index

32

Active since

1986

Affiliations

National University of Ireland, Maynooth(Current)

University of New Mexico

Carnegie Mellon University

Purdue University West Lafayette

University College Dublin

Barak A. Pearlmutter is an author at National University of Ireland, Maynooth specializing in machine learning, computing, and computer science.

Publications per year

1986–2022

64

Publications

64

Automatic differentiation in machine learning: a survey

Atılım Güneş Baydin, Barak A. Pearlmutter, Alexey Radul et al. · Maynooth University ePrints and eTheses Archive (Maynooth University) · 2015 · 2.1K citations · Full text

Computing, Computer Science, Derivatives +10

Detecting intrusions using system calls: alternative data models

C. Warrender, Stephanie Forrest, Barak A. Pearlmutter · 2003 · 1.1K citations

Computing, Computer Science, Computer Systems +17

Blind Source Separation by Sparse Decomposition in a Signal Dictionary

Michael Zibulevsky, Barak A. Pearlmutter · Neural Computation · 2001 · 754 citations

Engineering, Musicology, Acoustics +13

Learning State Space Trajectories in Recurrent Neural Networks

Barak A. Pearlmutter · Neural Computation · 1989 · 675 citations

Computing, Computer Science, Dynamical Systems +14

Gradient calculations for dynamic recurrent neural networks: a survey

Barak A. Pearlmutter · IEEE Transactions on Neural Networks · 1995 · 592 citations

Computing, Computer Science, Mathematics +11

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