Extending reservoir computing with random static projections: a hybrid between extreme learning and RC. - John B. Butcher; David Verstraeten; Benjamin Schrauwen; Charles Day; Peter Haycock (ESANN, 2010)

Reservoir computing and extreme learning machines for non-linear time-series data analysis. - John B. Butcher; David Verstraeten; Benjamin Schrauwen; Charles Day; Peter Haycock (Neural Networks, 2013)

Defect Detection in Reinforced Concrete Using Random Neural Architectures. - John B. Butcher; C. R. Day; J. C. Austin; Peter Haycock; David Verstraeten; Benjamin Schrauwen (Comput. Aided Civ. Infrastructure Eng., 2014)

An Echo State Network approach to structural health monitoring. - Adam J. Wootton; C. R. Day; Peter W. Haycock (IJCNN, 2015)

Optimizing Echo State Networks for Static Pattern Recognition. - Adam J. Wootton; Sarah L. Taylor; Charles R. Day; Peter W. Haycock (Cogn. Comput., 2017)

Structural health monitoring of a footbridge using Echo State Networks and NARMAX. - Adam J. Wootton; John B. Butcher; Theocharis Kyriacou; Charles R. Day; Peter W. Haycock (Eng. Appl. Artif. Intell., 2017)

Fault Detection in Steel-Reinforced Concrete Using Echo State Networks. - Adam J. Wootton; Charles R. Day; Peter W. Haycock (IJCNN, 2018)