Barak A. Pearlmutter

Automatic Differentiationin Machine Learning: a Survey

Atılım Güneş Baydin, Barak A. Pearlmutter, Alexey Radul et al. · MURAL - Maynooth University Research Archive Library (National University of Ireland, Maynooth) · 2018 · 2.1K citations

Detecting intrusions using system calls: alternative data models

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

Anomaly Detection, Engineering, Evasion Technique +21

Blind Source Separation by Sparse Decomposition in a Signal Dictionary

Michael Zibulevsky, Barak A. Pearlmutter · Neural Computation · 2001 · 748 citations

Source Separation, Engineering, Atomic Decomposition +17

Learning State Space Trajectories in Recurrent Neural Networks

Barak A. Pearlmutter · Neural Computation · 1989 · 674 citations

Artificial Intelligence, Engineering, Machine Learning +15

Gradient calculations for dynamic recurrent neural networks: a survey

Barak A. Pearlmutter · IEEE Transactions on Neural Networks · 1995 · 590 citations