{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T04:20:35Z","timestamp":1742962835098,"version":"3.40.3"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319569031"},{"type":"electronic","value":"9783319569048"}],"license":[{"start":{"date-parts":[[2017,8,30]],"date-time":"2017-08-30T00:00:00Z","timestamp":1504051200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-56904-8_6","type":"book-chapter","created":{"date-parts":[[2017,8,29]],"date-time":"2017-08-29T04:22:49Z","timestamp":1503980569000},"page":"57-66","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Effective Blind Source Separation Based on the Adam Algorithm"],"prefix":"10.1007","author":[{"given":"Michele","family":"Scarpiniti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simone","family":"Scardapane","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Danilo","family":"Comminiello","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raffaele","family":"Parisi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aurelio","family":"Uncini","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,8,30]]},"reference":[{"issue":"3","key":"6_CR1","doi-asserted-by":"publisher","first-page":"251","DOI":"10.1162\/089976698300017746","volume":"10","author":"S Amari","year":"1998","unstructured":"Amari, S.: Natural gradient works efficiently in learning. Neural Comput. 10(3), 251\u2013276 (1998)","journal-title":"Neural Comput."},{"issue":"2","key":"6_CR2","doi-asserted-by":"publisher","first-page":"109","DOI":"10.1109\/TSA.2003.809193","volume":"11","author":"S Araki","year":"2003","unstructured":"Araki, S., Mukai, R., Makino, S., Nishikawa, T., Saruwatari, H.: The fundamental limitation of frequency domain blind source separation for convolutive mixtures of speech. IEEE Trans. Speech Audio Process. 11(2), 109\u2013116 (2003)","journal-title":"IEEE Trans. Speech Audio Process."},{"issue":"6","key":"6_CR3","doi-asserted-by":"publisher","first-page":"1129","DOI":"10.1162\/neco.1995.7.6.1129","volume":"7","author":"AJ Bell","year":"1995","unstructured":"Bell, A.J., Sejnowski, T.J.: An information-maximisation approach to blind separation and blind deconvolution. Neural Comput. 7(6), 1129\u20131159 (1995)","journal-title":"Neural Comput."},{"key":"6_CR4","doi-asserted-by":"crossref","unstructured":"Boulmezaoud, T.Z., El\u00a0Rhabi, M., Fenniri, H., Moreau, E.: On convolutive blind source separation in a noisy context and a total variation regularization. In: Proceedings of IEEE Eleventh International Workshop on Signal Processing Advances in Wireless Communications (SPAWC2010), pp. 1\u20135. Marrakech (20\u201323 June 2010)","DOI":"10.1109\/SPAWC.2010.5671015"},{"issue":"1","key":"6_CR5","first-page":"1","volume":"6","author":"S Choi","year":"2005","unstructured":"Choi, S., Cichocki, A., Park, H.M., Lee, S.Y.: Blind source separation and independent component analysis: a review. Neural Inf. Process. Lett. Rev. 6(1), 1\u201357 (2005)","journal-title":"Neural Inf. Process. Lett. Rev."},{"key":"6_CR6","doi-asserted-by":"crossref","unstructured":"Cichocki, A., Amari, S.: Adaptive Blind Signal and Image Processing. Wiley (2002)","DOI":"10.1002\/0470845899"},{"key":"6_CR7","unstructured":"Comon, P., Jutten, C. (eds.): Handbook of Blind Source Separation. Springer (2010)"},{"key":"6_CR8","doi-asserted-by":"crossref","unstructured":"Douglas, S.C., Gupta, M.: Scaled natural gradient algorithm for instantaneous and convolutive blind source separation. In: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2007), vol.\u00a02, pp. 637\u2013640 (2007)","DOI":"10.1109\/ICASSP.2007.366316"},{"issue":"7","key":"6_CR9","first-page":"2121","volume":"12","author":"J Duchi","year":"2011","unstructured":"Duchi, J., Hazan, E., Singer, Y.: Adaptive subgradient methods for online learning and stochastic optimization. J. Mach. Learn. Res. 12(7), 2121\u20132159 (2011)","journal-title":"J. Mach. Learn. Res."},{"key":"6_CR10","unstructured":"Haykin, S. (ed.): Unsupervised Adaptive Filtering, vol. 2: Blind Source Separation. Wiley (2000)"},{"key":"6_CR11","doi-asserted-by":"crossref","unstructured":"Inuso, G., La\u00a0Foresta, F., Mammone, N., Morabito, F.C.: Wavelet-ICA methodology for efficient artifact removal from electroencephalographic recordings. In: Proceedings of International Joint Conference on Neural Networks (IJCNN2007)","DOI":"10.1109\/IJCNN.2007.4371184"},{"key":"6_CR12","unstructured":"Kingma, D.P., Ba, J.L.: Adam: a method for stochastic optimization. In: International Conference on Learning Representations (ICLR2015), pp. 1\u201313 (2015). \n                    arXiv:1412.6980"},{"issue":"3","key":"6_CR13","doi-asserted-by":"publisher","first-page":"872","DOI":"10.1162\/neco.2008.07-07-562","volume":"21","author":"JQ Liu","year":"2009","unstructured":"Liu, J.Q., Feng, D.Z., Zhang, W.W.: Adaptive improved natural gradient algorithm for blind source separation. Neural Comput. 21(3), 872\u2013889 (2009)","journal-title":"Neural Comput."},{"key":"6_CR14","unstructured":"Papoulis, A.: Probability, Random Variables and Stochastic Processes. McGraw-Hill (1991)"},{"key":"6_CR15","unstructured":"Pascanu, R., Bengio, Y.: Revisiting natural gradient for deep networks. In: International Conference on Learning Representations (April 2014)"},{"issue":"10\u201312","key":"6_CR16","doi-asserted-by":"publisher","first-page":"2245","DOI":"10.1016\/j.neucom.2007.07.037","volume":"71","author":"M Scarpiniti","year":"2008","unstructured":"Scarpiniti, M., Vigliano, D., Parisi, R., Uncini, A.: Generalized splitting functions for blind separation of complex signals. Neurocomputing 71(10\u201312), 2245\u20132270 (2008)","journal-title":"Neurocomputing"},{"key":"6_CR17","doi-asserted-by":"crossref","unstructured":"Smaragdis, P.: Blind separation of convolved mixtures in the frequency domain. Neurocomputing 22(21\u201334) (1998)","DOI":"10.1016\/S0925-2312(98)00047-2"},{"key":"6_CR18","unstructured":"Thomas, P., Allen, G., August, N.: Step-size control in blind source separation. In: International Workshop on Independent Component Analysis and Blind Source Separation, pp. 509\u2013514 (2000)"},{"key":"6_CR19","unstructured":"Tieleman, T., Hinton, G.: Lecture 6.5\u2014RMSProp. Technical report, COURSERA: Neural Networks for Machine Learning (2012)"},{"issue":"2","key":"6_CR20","doi-asserted-by":"publisher","first-page":"105","DOI":"10.1142\/S0129065708001427","volume":"18","author":"D Vigliano","year":"2008","unstructured":"Vigliano, D., Scarpiniti, M., Parisi, R., Uncini, A.: Flexible nonlinear blind signal separation in the complex domain. Int. J. Neural Syst. 18(2), 105\u2013122 (2008)","journal-title":"Int. J. Neural Syst."}],"container-title":["Smart Innovation, Systems and Technologies","Multidisciplinary Approaches to Neural Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-56904-8_6","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,16]],"date-time":"2019-05-16T07:14:32Z","timestamp":1557990872000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-56904-8_6"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,30]]},"ISBN":["9783319569031","9783319569048"],"references-count":20,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-56904-8_6","relation":{},"ISSN":["2190-3018","2190-3026"],"issn-type":[{"type":"print","value":"2190-3018"},{"type":"electronic","value":"2190-3026"}],"subject":[],"published":{"date-parts":[[2017,8,30]]},"assertion":[{"value":"30 August 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}