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Noise can speed backpropagation learning and deep bidirectional pretraining. Neural Netw. 2020 Sep; 129:359-384.
Kosko B, Audhkhasi K, Osoba O. PMID: 32599541.
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1 Fields:
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Cells
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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.
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Noise-boosted bidirectional backpropagation and adversarial learning. Neural Netw. 2019 Dec; 120:9-31.
Adigun O, Kosko B. PMID: 31753425.
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Noise-enhanced convolutional neural networks. Neural Netw. 2016 Jun; 78:15-23.
Audhkhasi K, Osoba O, Kosko B. PMID: 26700535.
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4 Fields:
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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.
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Noise-enhanced clustering and competitive learning algorithms. Neural Netw. 2013 Jan; 37:132-40.
Osoba O, Kosko B. PMID: 23137615.
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1 Fields:
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Humans
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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.
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1 Fields:
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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.
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2 Fields:
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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.
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1 Fields:
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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.
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4 Fields:
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HumansAnimalsCells
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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.
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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.
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6 Fields:
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Cells
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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.
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9 Fields:
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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.
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2 Fields:
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HumansAnimalsCells
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Stochastic resonance in noisy threshold neurons. Neural Netw. 2003 Jun-Jul; 16(5-6):755-61.
Kosko B, Mitaim S. PMID: 12850031.
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5 Fields:
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Cells
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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.
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2 Fields:
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Fuzzy function approximation with ellipsoidal rules. IEEE Trans Syst Man Cybern B Cybern. 1996; 26(4):542-60.
Dickerson JA, Kosko B. PMID: 18263053.
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1 Fields:
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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.
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1 Fields:
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Stochastic competitive learning. IEEE Trans Neural Netw. 1991; 2(5):522-9.
Kosko B. PMID: 18282865.
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1 Fields:
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Differential competitive learning for centroid estimation and phoneme recognition. IEEE Trans Neural Netw. 1991; 2(1):118-24.
Kong SG, Kosko B. PMID: 18276357.
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1 Fields:
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Unsupervised learning in noise. IEEE Trans Neural Netw. 1990; 1(1):44-57.
Kosko B. PMID: 18282822.
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