{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,5,14]],"date-time":"2025-05-14T04:21:09Z","timestamp":1747196469702,"version":"3.40.5"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319135595"},{"type":"electronic","value":"9783319135601"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2014]]},"DOI":"10.1007\/978-3-319-13560-1_65","type":"book-chapter","created":{"date-parts":[[2014,11,14]],"date-time":"2014-11-14T10:24:07Z","timestamp":1415960647000},"page":"820-826","source":"Crossref","is-referenced-by-count":3,"title":["Fast Learning of Deep Neural Networks via Singular Value Decomposition"],"prefix":"10.1007","author":[{"given":"Chenghao","family":"Cai","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dengfeng","family":"Ke","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanyan","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kaile","family":"Su","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"6","key":"65_CR1","first-page":"82","volume":"1","author":"E.H. Geoffrey","year":"2012","unstructured":"Geoffrey, E.H., Li, D., Dong, Y., George, E.D., Abdel-rahman, M., Navdeep, J., Andrew, S., Vincent, V., Patrick, N., Tara, S., Brian, K.: Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups. IEEE Signal Processing Magazine\u00a01(6), 82\u201397 (2012)","journal-title":"IEEE Signal Processing Magazine"},{"issue":"1","key":"65_CR2","doi-asserted-by":"publisher","first-page":"30","DOI":"10.1109\/TASL.2011.2134090","volume":"20","author":"E.D. George","year":"2012","unstructured":"George, E.D., Dong, Y., Li, D., Alex, A.: Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition. IEEE Transactions on Audio, Speech and Language Processing\u00a020(1), 30\u201342 (2012)","journal-title":"IEEE Transactions on Audio, Speech and Language Processing"},{"issue":"1","key":"65_CR3","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1109\/TASL.2011.2109382","volume":"20","author":"M. Abdel-rahman","year":"2012","unstructured":"Abdel-rahman, M., George, E.D., Geoffrey, E.H.: Acoustic Modeling using Deep Belief Networks. IEEE Transactions on Audio, Speech, and Language Processing\u00a020(1), 14\u201322 (2012)","journal-title":"IEEE Transactions on Audio, Speech, and Language Processing"},{"key":"65_CR4","unstructured":"Navdeep, J., Patrick, N., Andrew, W.S., Vincent, V.: Application of Pretrained Deep Neural Networks to Large Vocabulary Speech Recognition. In: Proceedings of Interspeech (2012)"},{"key":"65_CR5","doi-asserted-by":"crossref","unstructured":"Matthew, D.Z., Marc\u2019Aurelio, R., Rajat, M., Mark, Z.M., Ke, Y., Quoc, V.L., Patrick, N., Andrew, W.S., Vincent, V., Jeffrey, D., Geoffrey, E.H.: On Rectified Linear Units for Speech Processing. In: Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 3517\u20133521 (2013)","DOI":"10.1109\/ICASSP.2013.6638312"},{"key":"65_CR6","doi-asserted-by":"crossref","unstructured":"Alex, G., Abdel-rahman, M., Geoffrey, E.H.: Speech Recognition with Deep Recurrent Neural Networks. In: Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6645\u20136649 (2013)","DOI":"10.1109\/ICASSP.2013.6638947"},{"key":"65_CR7","doi-asserted-by":"crossref","unstructured":"Li, D., Geoffrey, E.H., Brian, K.: New Types of Deep Neural Network Learning for Speech Recognition and Related Applications: An Overview. In: Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8599\u20138603 (2013)","DOI":"10.1109\/ICASSP.2013.6639344"},{"key":"65_CR8","unstructured":"Andrew, L.M., Awni, Y.H., Andrew, Y.N.: Rectifier Nonlinearities Improve Neural Network Acoustic Models. In: Proceedings of International Conference on Machine Learning, ICML (2013)"},{"issue":"2","key":"65_CR9","doi-asserted-by":"publisher","first-page":"388","DOI":"10.1109\/TASL.2012.2227738","volume":"21","author":"Y. Dong","year":"2013","unstructured":"Dong, Y., Li, D., Frank, S.: The Deep Tensor Neural Network With Applications to Large Vocabulary Speech Recognition. IEEE Transactions on Audio, Speech and Language Processing\u00a021(2), 388\u2013396 (2013)","journal-title":"IEEE Transactions on Audio, Speech and Language Processing"},{"key":"65_CR10","doi-asserted-by":"crossref","unstructured":"Hang, S., Gang, L., Dong, Y., Frank, S.: Error Back Propagation for Sequence Training of Context-Dependent Deep Networks for Conversational Speech Transcription. In: Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6664\u20136668 (2013)","DOI":"10.1109\/ICASSP.2013.6638951"},{"key":"65_CR11","unstructured":"Jeffrey, D., Greg, C., Rajat, M., Kai, C., Matthieu, D., Quoc, V.L., Mark, Z.M., Marc\u2019Aurelio, R., Andrew, W.S., Paul, A.T., Ke, Y., Andrew, Y.N.: Large Scale Distributed Deep Networks. In: Proceedings of Annual Conference on Neural Information Processing Systems (NIPS), pp. 1232\u20131240 (2012)"},{"key":"65_CR12","doi-asserted-by":"crossref","unstructured":"Georg, H., Vincent, V., Andrew, W.S., Patrick, N., Marc\u2019Aurelio, R., Matthieu, D., Jeffrey, D.: Multilingual Acoustic Models Using Distributed Deep Neural Networks. In: Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 8619\u20138623 (2013)","DOI":"10.1109\/ICASSP.2013.6639348"},{"key":"65_CR13","doi-asserted-by":"crossref","unstructured":"Shanshan, Z., Ce, Z., Zhao, Y., Rong, Z., Bo, X.: Asynchronous Stochastic Gradient Descent for DNN Training. In: Proceedings of International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 6660\u20136663 (2013)","DOI":"10.1109\/ICASSP.2013.6638950"},{"key":"65_CR14","doi-asserted-by":"crossref","unstructured":"Zhongwen, L., Hongzhi, L., Xincai, W.: Artificial Neural Network Computation on Graphic Process Unit. In: Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN), vol.\u00a01, pp. 622\u2013626 (2005)","DOI":"10.1109\/IJCNN.2005.1555903"},{"issue":"2","key":"65_CR15","doi-asserted-by":"publisher","first-page":"164","DOI":"10.1109\/TAC.1980.1102314","volume":"25","author":"C.K. Virginia","year":"1980","unstructured":"Virginia, C.K., Alan, J.L.: The Singular Value Decomposition: Its Computation and some Applications. IEEE Transactions on Automatic Control\u00a025(2), 164\u2013176 (1980)","journal-title":"IEEE Transactions on Automatic Control"},{"key":"65_CR16","unstructured":"Jian, X., Jinyu, L., Yifan, G.: Restructuring of Deep Neural Network Acoustic Models with Singular Value Decomposition. In: Proceedings of Interspeech, pp. 2365\u20132369 (2013)"}],"container-title":["Lecture Notes in Computer Science","PRICAI 2014: Trends in Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-13560-1_65","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,5,13]],"date-time":"2025-05-13T17:51:16Z","timestamp":1747158676000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-13560-1_65"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014]]},"ISBN":["9783319135595","9783319135601"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-13560-1_65","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2014]]}}}