{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T06:29:27Z","timestamp":1725863367674},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319447773"},{"type":"electronic","value":"9783319447780"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-44778-0_44","type":"book-chapter","created":{"date-parts":[[2016,8,12]],"date-time":"2016-08-12T11:20:33Z","timestamp":1471000833000},"page":"374-381","source":"Crossref","is-referenced-by-count":4,"title":["Towards Adjustable Signal Generation with Photonic Reservoir Computers"],"prefix":"10.1007","author":[{"given":"Piotr","family":"Antonik","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michiel","family":"Hermans","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marc","family":"Haelterman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Serge","family":"Massar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,8,13]]},"reference":[{"key":"44_CR1","unstructured":"The 2006, 07 forecasting competition for neural networks & computational intelligence (2006). http:\/\/www.neural-forecasting-competition.com\/NN3\/ . Accessed 21 Feb 2014"},{"key":"44_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"233","DOI":"10.1007\/978-3-319-26535-3_27","volume-title":"Neural Inf. Process.","author":"P Antonik","year":"2015","unstructured":"Antonik, P., Duport, F., Smerieri, A., Hermans, M., Haelterman, M., Massar, S.: Online training of an opto-electronic reservoir computer. In: Arik, S., Huang, T., Lai, W.K., Liu, Q. (eds.) ICONIP 2015. LNCS, vol. 9490, pp. 233\u2013240. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-26535-3_27"},{"key":"44_CR3","doi-asserted-by":"crossref","unstructured":"Antonik, P., Hermans, M., Duport, F., Haelterman, M., Massar, S.: Towards pattern generation and chaotic series prediction with photonic reservoir computers. In: SPIE\u2019s 2016 Laser Technology and Industrial Laser Conference, vol. 9732 (2016)","DOI":"10.1117\/12.2210948"},{"key":"44_CR4","doi-asserted-by":"crossref","first-page":"468","DOI":"10.1038\/ncomms1476","volume":"2","author":"L Appeltant","year":"2011","unstructured":"Appeltant, L., Soriano, M.C., Van der Sande, G., Danckaert, J., Massar, S., Dambre, J., Schrauwen, B., Mirasso, C.R., Fischer, I.: Information processing using a single dynamical node as complex system. Nat. Commun. 2, 468 (2011)","journal-title":"Nat. Commun."},{"key":"44_CR5","doi-asserted-by":"crossref","first-page":"1364","DOI":"10.1038\/ncomms2368","volume":"4","author":"D Brunner","year":"2012","unstructured":"Brunner, D., Soriano, M.C., Mirasso, C.R., Fischer, I.: Parallel photonic information processing at gigabyte per second data rates using transient states. Nat. Commun. 4, 1364 (2012)","journal-title":"Nat. Commun."},{"key":"44_CR6","doi-asserted-by":"crossref","first-page":"22783","DOI":"10.1364\/OE.20.022783","volume":"20","author":"F Duport","year":"2012","unstructured":"Duport, F., Schneider, B., Smerieri, A., Haelterman, M., Massar, S.: All-optical reservoir computing. Opt. Express 20, 22783\u201322795 (2012)","journal-title":"Opt. Express"},{"key":"44_CR7","unstructured":"Hammer, B., Schrauwen, B., Steil, J.J.: Recent advances in efficient learning of recurrent networks. In: Proceedings of the European Symposium on Artificial Neural Networks, pp. 213\u2013216, Bruges, Belgium, April 2009"},{"issue":"2","key":"44_CR8","doi-asserted-by":"crossref","first-page":"020801","DOI":"10.1103\/PhysRevE.91.020801","volume":"91","author":"ND Haynes","year":"2015","unstructured":"Haynes, N.D., Soriano, M.C., Rosin, D.P., Fischer, I., Gauthier, D.J.: Reservoir computing with a single time-delay autonomous Boolean node. Phys. Rev. E 91(2), 020801 (2015)","journal-title":"Phys. Rev. E"},{"issue":"4","key":"44_CR9","doi-asserted-by":"crossref","first-page":"642","DOI":"10.1016\/j.neunet.2008.03.014","volume":"21","author":"AJ Ijspeert","year":"2008","unstructured":"Ijspeert, A.J.: Central pattern generators for locomotion control in animals and robots: a review. Neural Netw. 21(4), 642\u2013653 (2008)","journal-title":"Neural Netw."},{"key":"44_CR10","unstructured":"Jaeger, H.: Short term memory in echo state networks. Technical GMD report 152 (2001)"},{"key":"44_CR11","doi-asserted-by":"crossref","first-page":"78","DOI":"10.1126\/science.1091277","volume":"304","author":"H Jaeger","year":"2004","unstructured":"Jaeger, H., Haas, H.: Harnessing nonlinearity: predicting chaotic systems and saving energy in wireless communication. Science 304, 78\u201380 (2004)","journal-title":"Science"},{"key":"44_CR12","doi-asserted-by":"crossref","first-page":"3241","DOI":"10.1364\/OE.20.003241","volume":"20","author":"L Larger","year":"2012","unstructured":"Larger, L., Soriano, M., Brunner, D., Appeltant, L., Guti\u00e9rrez, J.M., Pesquera, L., Mirasso, C.R., Fischer, I.: Photonic information processing beyond turing: an optoelectronic implementation of reservoir computing. Opt. Express 20, 3241\u20133249 (2012)","journal-title":"Opt. Express"},{"key":"44_CR13","doi-asserted-by":"crossref","first-page":"127","DOI":"10.1016\/j.cosrev.2009.03.005","volume":"3","author":"M Luko\u0161evi\u010dius","year":"2009","unstructured":"Luko\u0161evi\u010dius, M., Jaeger, H.: Reservoir computing approaches to recurrent neural network training. Comp. Sci. Rev. 3, 127\u2013149 (2009)","journal-title":"Comp. Sci. Rev."},{"key":"44_CR14","doi-asserted-by":"crossref","first-page":"2531","DOI":"10.1162\/089976602760407955","volume":"14","author":"W Maass","year":"2002","unstructured":"Maass, W., Natschl\u00e4ger, T., Markram, H.: Real-time computing without stable states: a new framework for neural computation based on perturbations. Neural Comput. 14, 2531\u20132560 (2002)","journal-title":"Neural Comput."},{"key":"44_CR15","doi-asserted-by":"crossref","first-page":"244101","DOI":"10.1103\/PhysRevLett.108.244101","volume":"108","author":"R Martinenghi","year":"2012","unstructured":"Martinenghi, R., Rybalko, S., Jacquot, M., Chembo, Y.K., Larger, L.: Photonic nonlinear transient computing with multiple-delay wavelength dynamics. Phys. Rev. Let. 108, 244101 (2012)","journal-title":"Phys. Rev. Let."},{"key":"44_CR16","doi-asserted-by":"crossref","first-page":"287","DOI":"10.1038\/srep00287","volume":"2","author":"Y Paquot","year":"2012","unstructured":"Paquot, Y., Duport, F., Smerieri, A., Dambre, J., Schrauwen, B., Haelterman, M., Massar, S.: Optoelectronic reservoir computing. Sci. Rep. 2, 287 (2012)","journal-title":"Sci. Rep."},{"issue":"4","key":"44_CR17","doi-asserted-by":"crossref","first-page":"544","DOI":"10.1016\/j.neuron.2009.07.018","volume":"63","author":"D Sussillo","year":"2009","unstructured":"Sussillo, D., Abbott, L.: Generating coherent patterns of activity from chaotic neural networks. Neuron 63(4), 544\u2013557 (2009)","journal-title":"Neuron"},{"key":"44_CR18","first-page":"2307","volume":"23","author":"F Triefenbach","year":"2010","unstructured":"Triefenbach, F., Jalalvand, A., Schrauwen, B., Martens, J.P.: Phoneme recognition with large hierarchical reservoirs. Adv. Neural Inf. Process. Syst. 23, 2307\u20132315 (2010)","journal-title":"Adv. Neural Inf. Process. Syst."},{"key":"44_CR19","doi-asserted-by":"crossref","first-page":"3541","DOI":"10.1038\/ncomms4541","volume":"5","author":"K Vandoorne","year":"2014","unstructured":"Vandoorne, K., Mechet, P., Van Vaerenbergh, T., Fiers, M., Morthier, G., Verstraeten, D., Schrauwen, B., Dambre, J., Bienstman, P.: Experimental demonstration of reservoir computing on a silicon photonics chip. Nat. Commun. 5, 3541 (2014)","journal-title":"Nat. Commun."},{"issue":"5","key":"44_CR20","doi-asserted-by":"crossref","first-page":"438","DOI":"10.1364\/OPTICA.2.000438","volume":"2","author":"Q Vinckier","year":"2015","unstructured":"Vinckier, Q., Duport, F., Smerieri, A., Vandoorne, K., Bienstman, P., Haelterman, M., Massar, S.: High-performance photonic reservoir computer based on a coherently driven passive cavity. Optica 2(5), 438\u2013446 (2015)","journal-title":"Optica"},{"issue":"2","key":"44_CR21","doi-asserted-by":"crossref","first-page":"145","DOI":"10.1007\/s00422-013-0584-0","volume":"108","author":"F Wyffels","year":"2014","unstructured":"Wyffels, F., Li, J., Waegeman, T., Schrauwen, B., Jaeger, H.: Frequency modulation of large oscillatory neural networks. Biol. Cybern. 108(2), 145\u2013157 (2014)","journal-title":"Biol. Cybern."}],"container-title":["Lecture Notes in Computer Science","Artificial Neural Networks and Machine Learning \u2013 ICANN 2016"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-44778-0_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,12]],"date-time":"2019-09-12T09:51:43Z","timestamp":1568281903000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-44778-0_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319447773","9783319447780"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-44778-0_44","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}