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Confidence estimation of the multi-layer perceptron and its application in fault detection systems

✍ Scribed by Marcin Mrugalski; Marcin Witczak; Józef Korbicz

Book ID
108122979
Publisher
Elsevier Science
Year
2008
Tongue
English
Weight
794 KB
Volume
21
Category
Article
ISSN
0952-1976

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✍ B. David; G. Bastin 📂 Article 📅 2001 🏛 Elsevier Science 🌐 English ⚖ 202 KB

An exact formula of the inverse covariance matrix of an autoregressive stochastic process is obtained using the Gohberg}Semencul explicit inverse of the Toeplitz matrix. This formula is used to build an estimator of the inverse covariance matrix of a stochastic process based on a single realization.