Reservoir Computing with high non-linear separation and long-term memory for time-series data analysis

0044 English OPEN
Butcher, John B;
(2012)
  • Subject: QA75

Left unchecked the degradation of reinforced concrete can result in the weakening of a structure and lead to both hazardous and costly problems throughout the built environment. In some cases failure to recognise the problem and apply appropriate remedies has already re... View more
  • References (1)

    343 A The corrosion process 389 A.1 Introduction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 389 A.2 Carbonation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 391 A.3 Chloride attack . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 392 A.4 Products of corrosion . . . . . . . . . . . . . . . . . . . . . . . . . . . . 395 B The application of Neural Networks in the Non Destructive Testing of Structures: A Review 399 B.1 Background . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 400 B.2 The Mapping Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . 402 B.3 Conduct of the Study . . . . . . . . . . . . . . . . . . . . . . . . . . . . 403 B.4 Results . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 406 B.5 Analysis and conclusions . . . . . . . . . . . . . . . . . . . . . . . . . . 413 B.6 Acknowledgements . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 417

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