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Matches in SemOpenAlex for { <https://semopenalex.org/work/W3158119888> ?p ?o ?g. }

• W3158119888 abstract "Using a gradient-based algorithm, we investigate signal estimation and filtering in a large-scale summing network of single-bit quantizers. Besides adjusting weights, the proposed learning algorithm also adaptively updates the level of added noise components that are intentionally injected into quantizers. Experimental results show that minimization of the mean-squared error requires a nonzero optimal level of the added noise. The process adaptively achieves in this way a form of stochastic resonance or noise-aided signal processing. This adaptive optimization method of the level of added noise extends the application of adaptive stochastic resonance to some complex nonlinear signal processing tasks." @default.
• W3158119888 created "2021-05-10" @default.
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• W3158119888 date "2021-05-05" @default.
• W3158119888 modified "2023-10-18" @default.
• W3158119888 title "Signal estimation and filtering from quantized observations via adaptive stochastic resonance" @default.
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• W3158119888 doi "https://doi.org/10.1103/physreve.103.052108" @default.
• W3158119888 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34134293" @default.
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