Concepedia

Roman Ilin

RI

Statistics

Publications

20

Citations

525

H-Index

14

Active since

2006

Affiliations

United States Air Force Research Laboratory(Current)

University of Memphis

U.S. National Science Foundation

University of Massachusetts Amherst

Harvard University Press

Roman Ilin is an author at United States Air Force Research Laboratory specializing in computing, computer science, and artificial intelligence.

ORCID

Publications per year

2006–2018

20

Publications

20

Beyond Feedforward Models Trained by Backpropagation: A Practical Training Tool for a More Efficient Universal Approximator

Roman Ilin, Róbert Kozma, Paul J. Werbos · IEEE Transactions on Neural Networks · 2008 · 90 citations

, , +9

Cross-situational learning of object–word mapping using Neural Modeling Fields

José F. Fontanari, Vadim Tikhanoff, Angelo Cangelosi et al. · Neural Networks · 2009 · 57 citations

, , +11

Stability of coupled excitatory–inhibitory neural populations and application to control of multi-stable systems

Roman Ilin, Róbert Kozma · Physics Letters A · 2006 · 44 citations

, , +11

Cognitively Inspired Neural Network for Recognition of Situations

Roman Ilin, Leonid Perlovsky · International Journal of Natural Computing Research · 2010 · 41 citations

, , +11

Efficient Learning in Cellular Simultaneous Recurrent Neural Networks - The Case of Maze Navigation Problem

Roman Ilin, Róbert Kozma, Paul J. Werbos · 2007 · 31 citations

, , +10

1–5 of 20