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Bart Kosko

Affiliations: 
University of Southern California, Los Angeles, CA, United States 
Area:
Electronics and Electrical Engineering, Electricity and Magnetism Physics, Statistics
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"Bart Kosko"
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Children

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Ian Y. Lee grad student 2005 USC
Ashok Patel grad student 2009 USC
Osonde A. Osoba grad student 2013 USC

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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
Adigun O, Kosko B. (2020) Bidirectional Backpropagation Ieee Transactions On Systems, Man, and Cybernetics: Systems. 50: 1982-1994
Franzke B, Kosko B. (2019) Noise can speed Markov chain Monte Carlo estimation and quantum annealing. Physical Review. E. 100: 053309
Adigun O, Kosko B. (2019) Noise-boosted bidirectional backpropagation and adversarial learning. Neural Networks : the Official Journal of the International Neural Network Society
Kosko B. (2018) Additive Fuzzy Systems: From Generalized Mixtures to Rule Continua International Journal of Intelligent Systems. 33: 1573-1623
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
Franzke B, Kosko B. (2015) Using noise to speed up Markov chain Monte Carlo estimation Procedia Computer Science. 53: 113-120
Mitaim S, Kosko B. (2014) Noise-benefit forbidden-interval theorems for threshold signal detectors based on cross correlations. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 90: 052124
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