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Defect Detection in Reinforced Concrete Using Random Neural Architectures.

J. Butcher, C. Day, J. Austin, P. Haycock, D. Verstraeten, and B. Schrauwen. Comp.-Aided Civil and Infrastruct. Engineering, 29 (3): 191-207 (2014)

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Dr. Marie Davidova University of Stuttgart

David Inkermann

David Briesenick University of Stuttgart

David Gudnason University of Stuttgart

David Stieler University of Stuttgart

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Connected Digit Recognition by Means of Reservoir Computing.A. Jalalvand, F. Triefenbach, D. Verstraeten, and J. Martens. INTERSPEECH, page 1725-1728. ISCA, (2011)Defect Detection in Reinforced Concrete Using Random Neural Architectures.J. Butcher, C. Day, J. Austin, P. Haycock, D. Verstraeten, and B. Schrauwen. Comp.-Aided Civil and Infrastruct. Engineering, 29 (3): 191-207 (2014)Automatic detection of epileptic seizures on the intra-cranial electroencephalogram of rats using reservoir computing.P. Buteneers, D. Verstraeten, P. van Mierlo, T. Wyckhuys, D. Stroobandt, R. Raedt, H. Hallez, and B. Schrauwen. Artificial Intelligence in Medicine, 53 (3): 215-223 (2011)Photonic Reservoir Computing with Coupled Semiconductor Optical Amplifiers.K. Vandoorne, W. Dierckx, B. Schrauwen, D. Verstraeten, P. Bienstman, R. Baets, and J. Campenhout. OSC, volume 5172 of Lecture Notes in Computer Science, page 46-55. Springer, (2008)Improving reservoirs using intrinsic plasticity.B. Schrauwen, M. Wardermann, D. Verstraeten, J. Steil, and D. Stroobandt. Neurocomputing, 71 (7-9): 1159-1171 (2008)Isolated word recognition using a Liquid State Machine.D. Verstraeten, B. Schrauwen, and D. Stroobandt. ESANN, page 435-440. (2005)Oger: modular learning architectures for large-scale sequential processing.D. Verstraeten, B. Schrauwen, S. Dieleman, P. Brakel, P. Buteneers, and D. Pecevski. J. Mach. Learn. Res., (2012)An experimental unification of reservoir computing methods.D. Verstraeten, B. Schrauwen, M. D'Haene, and D. Stroobandt. Neural Networks, 20 (3): 391-403 (2007)Parallel Reservoir Computing Using Optical Amplifiers.K. Vandoorne, J. Dambre, D. Verstraeten, B. Schrauwen, and P. Bienstman. IEEE Trans. Neural Networks, 22 (9): 1469-1481 (2011)Nanophotonic Reservoir Computing With Photonic Crystal Cavities to Generate Periodic Patterns.M. Fiers, T. Vaerenbergh, F. Wyffels, D. Verstraeten, B. Schrauwen, J. Dambre, and P. Bienstman. IEEE Trans. Neural Netw. Learning Syst., 25 (2): 344-355 (2014)