Bart Kosko

Title(s)Professor
SchoolViterbi School of Engineering, Bme
AddressEEB 438
University Park Campus
Los Angeles CA 90089-2564
Phone+1 213 740 6242
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    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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    Altmetrics Details 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.
    1. 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: 1     Fields:    Translation:Cells
    2. 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:    
    3. 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:    
    4. Noise-enhanced convolutional neural networks. Neural Netw. 2016 Jun; 78:15-23. Audhkhasi K, Osoba O, Kosko B. PMID: 26700535.
      View in: PubMed   Mentions: 5     Fields:    
    5. 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:    
    6. Noise-enhanced clustering and competitive learning algorithms. Neural Netw. 2013 Jan; 37:132-40. Osoba O, Kosko B. PMID: 23137615.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    7. 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:    
    8. 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: 2     Fields:    
    9. 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:    Translation:Cells
    10. 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: 5     Fields:    Translation:HumansAnimalsCells
    11. 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:    Translation:Humans
    12. 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: 7     Fields:    Translation:Cells
    13. 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: 10     Fields:    
    14. 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:    Translation:HumansAnimalsCells
    15. 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: 5     Fields:    Translation:Cells
    16. 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:    
    17. 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:    
    18. 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:    
    19. Stochastic competitive learning. IEEE Trans Neural Netw. 1991; 2(5):522-9. Kosko B. PMID: 18282865.
      View in: PubMed   Mentions: 1     Fields:    
    20. 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:    
    21. Unsupervised learning in noise. IEEE Trans Neural Netw. 1990; 1(1):44-57. Kosko B. PMID: 18282822.
      View in: PubMed   Mentions:    Fields:    
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    NIH Funding Acknowledgment: Important - All publications resulting from the utilization of SC CTSI resources are required to credit the SC CTSI grant by including the NIH funding acknowledgment and must comply with the NIH Public Access Policy.

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