{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,8,6]],"date-time":"2024-08-06T14:00:57Z","timestamp":1722952857464},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"6","license":[{"start":{"date-parts":[[2020,5,11]],"date-time":"2020-05-11T00:00:00Z","timestamp":1589155200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2020,5,11]],"date-time":"2020-05-11T00:00:00Z","timestamp":1589155200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Sci. China Inf. Sci."],"published-print":{"date-parts":[[2020,6]]},"DOI":"10.1007\/s11432-019-2848-3","type":"journal-article","created":{"date-parts":[[2020,5,14]],"date-time":"2020-05-14T04:05:26Z","timestamp":1589429126000},"update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":6,"title":["Deep belief network-hidden Markov model based nonlinear equalizer for VCSEL based optical interconnect"],"prefix":"10.1007","volume":"63","author":[{"given":"Fukui","family":"Tian","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chuanchuan","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2020,5,11]]},"reference":[{"key":"2848_CR1","first-page":"37","volume-title":"Proceedings of IEEE Optical Interconnects Conference, Santa Fe","author":"C Xie","year":"2017","unstructured":"Xie C. Datacenter optical interconnects: requirements and challenges. In: Proceedings of IEEE Optical Interconnects Conference, Santa Fe, 2017. 37\u201338"},{"key":"2848_CR2","volume-title":"Proceedings of Optical Fiber Communication Conference, San Diego","author":"J Tatum","year":"2018","unstructured":"Tatum J, Landry G, Gazula D, et al. VCSEL-based optical transceivers for future data center applications. In: Proceedings of Optical Fiber Communication Conference, San Diego, 2018. M3F6"},{"key":"2848_CR3","volume-title":"Proceedings of Optical Fiber Communication Conference, Los Angeles","author":"G Meloni","year":"2015","unstructured":"Meloni G, Malacarne A, Fresi F, et al. 6.27 bit\/s\/Hz spectral efficiency VCSEL-based coherent communication over 800 km of SMF. In: Proceedings of Optical Fiber Communication Conference, Los Angeles, 2015. Th2A.30"},{"key":"2848_CR4","volume-title":"Proceedings of Optical Fiber Communication Conference, Anaheim","author":"M Rubsamen","year":"2006","unstructured":"Rubsamen M, Winzer P J, Essiambre R-J. MLSE receivers for narrow-band optical filtering. In: Proceedings of Optical Fiber Communication Conference, Anaheim, 2006"},{"key":"2848_CR5","first-page":"1","volume-title":"Proceedings of Optical Fiber Communications Conference and Exhibition, Los Angeles","author":"C Kottke","year":"2017","unstructured":"Kottke C, Caspar C, Jungnickel V, et al. High speed 160 Gb\/s DMT VCSEL transmission using pre-equalization. In: Proceedings of Optical Fiber Communications Conference and Exhibition, Los Angeles, 2017. 1\u20133"},{"key":"2848_CR6","first-page":"1","volume-title":"Proceedings of the 41th European Conference on Optical Communication, Valencia","author":"F Karinou","year":"2015","unstructured":"Karinou F, Prodaniuc C, Stojanovic N, et al. Experimental performance evaluation of equalization techniques for 56 Gb\/s PAM-4 VCSEL-based optical interconnects. In: Proceedings of the 41th European Conference on Optical Communication, Valencia, 2015. 1\u20133"},{"key":"2848_CR7","doi-asserted-by":"publisher","first-page":"751","DOI":"10.1109\/LPT.2017.2683526","volume":"29","author":"Z Tan","year":"2017","unstructured":"Tan Z, Yang C, Zhu Y, et al. High speed band-limited 850-nm VCSEL link based on time-domain interference elimination. IEEE Photon Technol Lett, 2017, 29: 751\u2013754","journal-title":"IEEE Photon Technol Lett"},{"key":"2848_CR8","doi-asserted-by":"publisher","first-page":"2519","DOI":"10.1109\/LPT.2016.2602008","volume":"28","author":"K Szczerba","year":"2016","unstructured":"Szczerba K, Lengyel T, Karlsson M, et al. 94-Gb\/s 4-PAM using an 850-nm VCSEL, pre-emphasis, and receiver equalization. IEEE Photon Technol Lett, 2016, 28: 2519\u20132521","journal-title":"IEEE Photon Technol Lett"},{"key":"2848_CR9","doi-asserted-by":"publisher","first-page":"080406","DOI":"10.1007\/s11432-017-9276-y","volume":"61","author":"Z W Tan","year":"2018","unstructured":"Tan Z W, Yang C C, Zhu Y X, et al. A 70 Gbps NRZ optical link based on 850 nm band-limited VCSEL for data-center intra-connectsSci China Inf Sci, 2018, 61: 080406","journal-title":"Sci China Inf Sci"},{"key":"2848_CR10","doi-asserted-by":"publisher","first-page":"698","DOI":"10.1109\/JLT.2016.2614382","volume":"35","author":"J Lavrencik","year":"2017","unstructured":"Lavrencik J, Kota Pavan S, Thomas V A, et al. Noise in VCSEL-based links: direct measurement of VCSEL transverse mode correlations and implications for MPN and RIN. J Lightw Technol, 2017, 35: 698\u2013705","journal-title":"J Lightw Technol"},{"key":"2848_CR11","volume-title":"Proceedings of the 42th European Conference on Optical Communication, Dusseldorf","author":"J Estaran","year":"2016","unstructured":"Estaran J, Rios-M\u00a8uller R, Mestre M A, et al. Artificial neural networks for linear and non-linear impairment mitigation in high-baudrate IM\/DD systems. In: Proceedings of the 42th European Conference on Optical Communication, Dusseldorf, 2016. M.2.B.2"},{"key":"2848_CR12","volume-title":"Proceedings of the 43th European Conference on Optical Communication, Gothenburg","author":"C Chuang","year":"2017","unstructured":"Chuang C, Wei C, Lin T, et al. Employing deep neural network for high speed 4-PAM optical interconnect. In: Proceedings of the 43th European Conference on Optical Communication, Gothenburg, 2017. W.2.D.2"},{"key":"2848_CR13","volume-title":"Deep Learning","author":"I Goodfellow","year":"2016","unstructured":"Goodfellow I, Bengio Y, Courville A. Deep Learning. Cambridge: The MIT Press, 2016"},{"key":"2848_CR14","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1109\/TASL.2011.2134090","volume":"20","author":"G E Dahl","year":"2012","unstructured":"Dahl G E, Yu D, Deng L, et al. Context-dependent pre-trained deep neural networks for large-vocabulary speech recognition. IEEE Trans Audio Speech Lang Process, 2012, 20: 30\u201342","journal-title":"IEEE Trans Audio Speech Lang Process"},{"key":"2848_CR15","doi-asserted-by":"publisher","first-page":"641","DOI":"10.1016\/j.optcom.2018.06.078","volume":"427","author":"A Liang","year":"2018","unstructured":"Liang A, Yang C, Zhang C, et al. Experimental study of support vector machine based nonlinear equalizer for VCSEL based optical interconnect. Opt Commun, 2018, 427: 641\u2013647","journal-title":"Opt Commun"},{"key":"2848_CR16","first-page":"4","volume":"3","author":"L R Rabiner","year":"1986","unstructured":"Rabiner L R, Juang B H. An introduction to hidden Markov models. IEEE Acoust, Speech, Signal Process Mag, 1986, 3: 4\u201316","journal-title":"IEEE Acoust, Speech, Signal Process Mag"},{"key":"2848_CR17","volume-title":"Proceedings of IEEE Spoken Language Technology","author":"L Badino","year":"2012","unstructured":"Badino L, Canevari C, Fadiga L, et al. Deep-level acoustic-to-articulatory mapping for DBN-HMM based phone recognition. In: Proceedings of IEEE Spoken Language Technology, 2012"},{"key":"2848_CR18","volume-title":"Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing","author":"G Dahl","year":"2011","unstructured":"Dahl G, Yu D, Deng L, et al. Large vocabulary continuous speech recognition with context-dependent DBN-HMMS. In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 2011"},{"key":"2848_CR19","volume-title":"Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing","author":"A Mohamed","year":"2011","unstructured":"Mohamed A, Sainath T N, Dahl G, et al. Deep belief networks using discriminative features for phone recognition. In: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 2011"},{"key":"2848_CR20","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1016\/j.engappai.2014.09.013","volume":"37","author":"A M Sheri","year":"2015","unstructured":"Sheri A M, Rafique A, Pedrycz W, et al. Contrastive divergence for memristor-based restricted Boltzmann machine. Eng Appl Artif Intell, 2015, 37: 336\u2013342","journal-title":"Eng Appl Artif Intell"},{"key":"2848_CR21","doi-asserted-by":"publisher","first-page":"257","DOI":"10.1109\/5.18626","volume":"77","author":"L R Rabiner","year":"1989","unstructured":"Rabiner L R. A tutorial on hidden Markov models and selected applications in speech recognition. Proc IEEE, 1989, 77: 257\u2013286","journal-title":"Proc IEEE"},{"key":"2848_CR22","first-page":"186","volume":"63","author":"M Garrido","year":"2016","unstructured":"Garrido M, Kallstrom P, Kumm M, et al. CORDIC II: a new improved cordic algorithm. IEEE Trans Circ Syst II, 2016, 63: 186\u2013190","journal-title":"IEEE Trans Circ Syst II"}],"container-title":["Science China Information Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11432-019-2848-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11432-019-2848-3\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11432-019-2848-3.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,4,12]],"date-time":"2023-04-12T14:18:26Z","timestamp":1681309106000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11432-019-2848-3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,5,11]]},"references-count":22,"journal-issue":{"issue":"6","published-print":{"date-parts":[[2020,6]]}},"alternative-id":["2848"],"URL":"https:\/\/doi.org\/10.1007\/s11432-019-2848-3","relation":{},"ISSN":["1674-733X","1869-1919"],"issn-type":[{"value":"1674-733X","type":"print"},{"value":"1869-1919","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,5,11]]},"assertion":[{"value":"15 December 2019","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 March 2020","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 March 2020","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"11 May 2020","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}],"article-number":"160406"}}