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Osonde A. Osoba, Ph.D.

Affiliations: 
2013 Electrical Engineering University of Southern California, Los Angeles, CA, United States 
Area:
Electronics and Electrical Engineering, Statistics
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"Osonde Osoba"
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Bart Kosko grad student 2013 USC
 (Noise benefits in expectation-maximization algorithms.)

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Publications

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Kosko B, Audhkhasi K, Osoba O. (2020) Noise can speed backpropagation learning and deep bidirectional pretraining. Neural Networks : the Official Journal of the International Neural Network Society. 129: 359-384
Osoba OA, Kosko B. (2017) Fuzzy cognitive maps of public support for insurgency and terrorism The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology. 14: 17-32
Osoba O, Kosko B. (2016) The Noisy Expectation-Maximization Algorithm for Multiplicative Noise Injection Fluctuation and Noise Letters. 15
Audhkhasi K, Osoba O, Kosko B. (2015) Noise-enhanced convolutional neural networks. Neural Networks : the Official Journal of the International Neural Network Society
Osoba O, Kosko B. (2013) Noise-enhanced clustering and competitive learning algorithms. Neural Networks : the Official Journal of the International Neural Network Society. 37: 132-40
Osoba O, Mitaim S, Kosko B. (2013) The noisy expectation-maximization algorithm Fluctuation and Noise Letters. 12
Audhkhasi K, Osoba O, Kosko B. (2013) Noisy hidden Markov models for speech recognition Proceedings of the International Joint Conference On Neural Networks
Audhkhasi K, Osoba O, Kosko B. (2013) Noise benefits in backpropagation and deep bidirectional pre-training Proceedings of the International Joint Conference On Neural Networks
Osoba O, Kosko B. (2013) Corrigendum to "Noise enhanced clustering and competitive learning algorithms" [Neural Netw. 37 (2013) 132-140] Neural Networks. 48: 206
Osoba O, Mitaim S, Kosko B. (2012) Triply fuzzy function approximation for hierarchical Bayesian inference Fuzzy Optimization and Decision Making. 11: 241-268
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