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A novel model-based hearing compensation design using a gradient-free optimization method.
Chen Z, Becker S, Bondy J, Bruce IC, Haykin S. Chen Z, et al. Among authors: haykin s. Neural Comput. 2005 Dec;17(12):2648-71. doi: 10.1162/089976605774320575. Neural Comput. 2005. PMID: 16212766
Decoupled echo state networks with lateral inhibition.
Xue Y, Yang L, Haykin S. Xue Y, et al. Among authors: haykin s. Neural Netw. 2007 Apr;20(3):365-76. doi: 10.1016/j.neunet.2007.04.014. Epub 2007 May 3. Neural Netw. 2007. PMID: 17517490
Improved sparse coding under the influence of perceptual attention.
Amiri A, Haykin S. Amiri A, et al. Among authors: haykin s. Neural Comput. 2014 Feb;26(2):377-420. doi: 10.1162/NECO_a_00546. Epub 2013 Nov 8. Neural Comput. 2014. PMID: 24206387
On different facets of regularization theory.
Chen Z, Haykin S. Chen Z, et al. Among authors: haykin s. Neural Comput. 2002 Dec;14(12):2791-846. doi: 10.1162/089976602760805296. Neural Comput. 2002. PMID: 12487794
The cocktail party problem.
Haykin S, Chen Z. Haykin S, et al. Neural Comput. 2005 Sep;17(9):1875-902. doi: 10.1162/0899766054322964. Neural Comput. 2005. PMID: 15992485 Review.
A dynamic channel assignment policy through Q-learning.
Nie J, Haykin S. Nie J, et al. Among authors: haykin s. IEEE Trans Neural Netw. 1999;10(6):1443-55. doi: 10.1109/72.809089. IEEE Trans Neural Netw. 1999. PMID: 18252645
Classification of radar clutter using neural networks.
Haykin S, Deng C. Haykin S, et al. IEEE Trans Neural Netw. 1991;2(6):589-600. doi: 10.1109/72.97936. IEEE Trans Neural Netw. 1991. PMID: 18282874
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