{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T21:49:08Z","timestamp":1743025748889,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":8,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811381379"},{"type":"electronic","value":"9789811381386"}],"license":[{"start":{"date-parts":[[2019,1,1]],"date-time":"2019-01-01T00:00:00Z","timestamp":1546300800000},"content-version":"tdm","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":[[2019]]},"DOI":"10.1007\/978-981-13-8138-6_11","type":"book-chapter","created":{"date-parts":[[2019,5,10]],"date-time":"2019-05-10T12:47:49Z","timestamp":1557492469000},"page":"133-145","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Deep Neural Network Acceleration Method Based on Sparsity"],"prefix":"10.1007","author":[{"given":"Ming","family":"He","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Haiwu","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guozhong","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yu","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Linlin","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuan","family":"Gao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,5,11]]},"reference":[{"key":"11_CR1","doi-asserted-by":"crossref","unstructured":"Sun, F., Wang, C., Gong, L., et al.: A high-performance accelerator for large-scale convolutional neural networks. In: 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA\/IUCC), pp. 622\u2013629. IEEE (2017)","DOI":"10.1109\/ISPA\/IUCC.2017.00099"},{"key":"11_CR2","unstructured":"Han, S., Mao, H., Dally, W.J.: Deep compression: compressing deep neural networks with pruning, trained quantization and Huffman coding. In: International Conference on Learning and Representation (ICLR), San Juan, pp. 233\u2013242. IEEE (2016)"},{"issue":"3","key":"11_CR3","first-page":"32","volume":"13","author":"S Anwar","year":"2017","unstructured":"Anwar, S., Hwang, K., Sung, W.: Structured pruning of deep convolutional neural networks. ACM J. Emerg. Technol. Comput. Syst. (JETC) 13(3), 32 (2017)","journal-title":"ACM J. Emerg. Technol. Comput. Syst. (JETC)"},{"key":"11_CR4","doi-asserted-by":"crossref","unstructured":"Yu, N., Qiu, S., Hu, X., et al.: Accelerating convolutional neural networks by group-wise 2D-filter pruning. In: 2017 International Joint Conference on Neural Networks (IJCNN), pp. 2502\u20132509. IEEE (2017)","DOI":"10.1109\/IJCNN.2017.7966160"},{"key":"11_CR5","doi-asserted-by":"crossref","unstructured":"He, Y., Zhang, X., Sun, J.: Channel pruning for accelerating very deep neural networks. In: International Conference on Computer Vision (ICCV), vol. 2(6) (2017)","DOI":"10.1109\/ICCV.2017.155"},{"key":"11_CR6","doi-asserted-by":"crossref","unstructured":"Mao, H., et al.: Exploring the Regularity of Sparse Structure in Convolutional Neural Networks. CoRR (2017)","DOI":"10.1109\/CVPRW.2017.241"},{"key":"11_CR7","unstructured":"Han, S., Pool, J., Tran, J., et al.: Learning both weights and connections for efficient neural network. In: Advances in Neural Information Processing Systems, pp. 1135\u20131143 (2015)"},{"key":"11_CR8","doi-asserted-by":"crossref","unstructured":"Luo, J.H., Wu, J., Lin, W.: ThiNet: a filter level pruning method for deep neural network compression. In: 2017 IEEE International Conference on Computer Vision (ICCV), Venice, pp. 5068\u20135076 (2017)","DOI":"10.1109\/ICCV.2017.541"}],"container-title":["Communications in Computer and Information Science","Digital TV and Multimedia Communication"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-8138-6_11","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,12,12]],"date-time":"2020-12-12T09:58:46Z","timestamp":1607767126000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-8138-6_11"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019]]},"ISBN":["9789811381379","9789811381386"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-8138-6_11","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2019]]},"assertion":[{"value":"11 May 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"IFTC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Forum on Digital TV and Wireless Multimedia Communications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Shanghai","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"20 September 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"21 September 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iftc2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.siga.com.cn\/iftc2018.html","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}