Bart Kosko

Title(s)	Professor
School	Viterbi School of Engineering, Bme
Address	EEB 438 University Park Campus Los Angeles CA 90089-2564
Phone	+1 213 740 6242
vCard	Download vCard

Bibliographic

Publications

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.

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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.

Noise can speed backpropagation learning and deep bidirectional pretraining. Neural Netw. 2020 Sep; 129:359-384. Kosko B, Audhkhasi K, Osoba O. PMID: 32599541.

View in: PubMed Mentions: Fields:
Neu Neurology
Translation:Cells
Noise can speed Markov chain Monte Carlo estimation and quantum annealing. Phys Rev E. 2019 Nov; 100(5-1):053309. Franzke B, Kosko B. PMID: 31869933.

View in: PubMed Mentions: Fields:
Bio Biophysics Phy Physics Sta Statistics as Topic
Noise-boosted bidirectional backpropagation and adversarial learning. Neural Netw. 2019 Dec; 120:9-31. Adigun O, Kosko B. PMID: 31753425.

View in: PubMed Mentions: Fields:
Neu Neurology
Noise-enhanced convolutional neural networks. Neural Netw. 2016 Jun; 78:15-23. Audhkhasi K, Osoba O, Kosko B. PMID: 26700535.

View in: PubMed Mentions: 4 Fields:
Neu Neurology
Noise-benefit forbidden-interval theorems for threshold signal detectors based on cross correlations. Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Nov; 90(5-1):052124. Mitaim S, Kosko B. PMID: 25493756.

View in: PubMed Mentions: Fields:
Bio Biophysics Phy Physics Phy Physiology Sta Statistics as Topic
Noise-enhanced clustering and competitive learning algorithms. Neural Netw. 2013 Jan; 37:132-40. Osoba O, Kosko B. PMID: 23137615.

View in: PubMed Mentions: Fields:
Neu Neurology
Translation:Humans
Noise can speed convergence in Markov chains. Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Oct; 84(4 Pt 1):041112. Franzke B, Kosko B. PMID: 22181092.

View in: PubMed Mentions: 1 Fields:
Bio Biophysics Phy Physics Phy Physiology Sta Statistics as Topic
Bayesian inference with adaptive fuzzy priors and likelihoods. IEEE Trans Syst Man Cybern B Cybern. 2011 Oct; 41(5):1183-97. Osoba O, Mitaim S, Kosko B. PMID: 21478078.

View in: PubMed Mentions: 1 Fields:
Bio Biomedical Engineering
Error-probability noise benefits in threshold neural signal detection. Neural Netw. 2009 Jul-Aug; 22(5-6):697-706. Patel A, Kosko B. PMID: 19628368.

View in: PubMed Mentions: 1 Fields:
Neu Neurology
Translation:Cells
Stochastic resonance in continuous and spiking neuron models with levy noise. IEEE Trans Neural Netw. 2008 Dec; 19(12):1993-2008. Patel A, Kosko B. PMID: 19054725.

View in: PubMed Mentions: 3 Fields:
Med Medical Informatics
Translation:Humans Animals Cells
Modeling gunshot bruises in soft body armor with an adaptive fuzzy system. IEEE Trans Syst Man Cybern B Cybern. 2005 Dec; 35(6):1374-90. Lee I, Kosko B, Anderson WF. PMID: 16366262.

View in: PubMed Mentions: Fields:
Bio Biomedical Engineering
Translation:Humans
Stochastic resonance in noisy spiking retinal and sensory neuron models. Neural Netw. 2005 Jun-Jul; 18(5-6):467-78. Patel A, Kosko B. PMID: 16099141.

View in: PubMed Mentions: 5 Fields:
Neu Neurology
Translation:Cells
Adaptive stochastic resonance in noisy neurons based on mutual information. IEEE Trans Neural Netw. 2004 Nov; 15(6):1526-40. Mitaim S, Kosko B. PMID: 15565779.

View in: PubMed Mentions: 7 Fields:
Med Medical Informatics
Robust stochastic resonance for simple threshold neurons. Phys Rev E Stat Nonlin Soft Matter Phys. 2004 Sep; 70(3 Pt 1):031911. Kosko B, Mitaim S. PMID: 15524553.

View in: PubMed Mentions: 2 Fields:
Bio Biophysics Phy Physics Phy Physiology Sta Statistics as Topic
Translation:Humans Animals Cells
Stochastic resonance in noisy threshold neurons. Neural Netw. 2003 Jun-Jul; 16(5-6):755-61. Kosko B, Mitaim S. PMID: 12850031.

View in: PubMed Mentions: 3 Fields:
Neu Neurology
Translation:Cells
Robust stochastic resonance: signal detection and adaptation in impulsive noise. Phys Rev E Stat Nonlin Soft Matter Phys. 2001 Nov; 64(5 Pt 1):051110. Kosko B, Mitaim S. PMID: 11735903.

View in: PubMed Mentions: 2 Fields:
Bio Biophysics Phy Physics Phy Physiology Sta Statistics as Topic
Fuzzy function approximation with ellipsoidal rules. IEEE Trans Syst Man Cybern B Cybern. 1996; 26(4):542-60. Dickerson JA, Kosko B. PMID: 18263053.

View in: PubMed Mentions: 1 Fields:
Bio Biomedical Engineering
Adaptive fuzzy systems for backing up a truck-and-trailer. IEEE Trans Neural Netw. 1992; 3(2):211-23. Kong SG, Kosko B. PMID: 18276422.

View in: PubMed Mentions: 1 Fields:
Med Medical Informatics
Stochastic competitive learning. IEEE Trans Neural Netw. 1991; 2(5):522-9. Kosko B. PMID: 18282865.

View in: PubMed Mentions: 1 Fields:
Med Medical Informatics
Differential competitive learning for centroid estimation and phoneme recognition. IEEE Trans Neural Netw. 1991; 2(1):118-24. Kong SG, Kosko B. PMID: 18276357.

View in: PubMed Mentions: 1 Fields:
Med Medical Informatics
Unsupervised learning in noise. IEEE Trans Neural Netw. 1990; 1(1):44-57. Kosko B. PMID: 18282822.

View in: PubMed Mentions: Fields:
Med Medical Informatics