{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T14:46:59Z","timestamp":1743086819715,"version":"3.40.3"},"publisher-location":"Cham","reference-count":7,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030750770"},{"type":"electronic","value":"9783030750787"}],"license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021]]},"DOI":"10.1007\/978-3-030-75078-7_2","type":"book-chapter","created":{"date-parts":[[2021,4,30]],"date-time":"2021-04-30T09:06:00Z","timestamp":1619773560000},"page":"10-16","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["The Application in Handwritten Digit Recognition of Deep Belief Network Based on Improved Genetic Algorithm"],"prefix":"10.1007","author":[{"given":"Zhu","family":"Hong-Xia","sequence":"first","affiliation":[]},{"given":"Lu","family":"Xiu-Hua","sequence":"additional","affiliation":[]},{"given":"Zhu","family":"Hong-Ying","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2021,5,1]]},"reference":[{"key":"2_CR1","doi-asserted-by":"crossref","unstructured":"Murru, N., Rossini, R.: A Bayesian approach for initialization of weights in backpropagation neural net with application to character recognition. Neuroco mputing 193, 192\u2013205 (2016)","DOI":"10.1016\/j.neucom.2016.01.063"},{"key":"2_CR2","unstructured":"Hanx: Handwritten digital recognition based on GA-BP neural network. In: International Conference on Artificial Intelligence, Management Science and Electronic Commerce, pp. 5050\u20135052. IEEE (2011)"},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Zhang, X., Wu, L.: Handwritten digit recognition based on improved learning rate BP algorithm. In: 2nd International Conference on Information Engineering and Computer Scienc- e Proceedings, pp. 1\u20134. ICIECS (2010)","DOI":"10.1109\/ICIECS.2010.5678315"},{"issue":"5","key":"2_CR4","first-page":"193","volume":"19","author":"W Song Xiaoru","year":"2019","unstructured":"Song Xiaoru, W., Xue, G.S., et al.: Simulation study on handwritten numeral recognition based on deep neural network. Sci. Technol. Eng. 19(5), 193\u2013196 (2019)","journal-title":"Sci. Technol. Eng."},{"key":"2_CR5","doi-asserted-by":"crossref","unstructured":"Savich, A.W., Moussa, M.: Resource efficient arithmetic effects on RBM neural network solution quality using MNIST. In: 2011 International Conference on Reconfigurable Computing and FPGAs (ReConFig), pp. 35\u201340 (2011)","DOI":"10.1109\/ReConFig.2011.79"},{"key":"2_CR6","unstructured":"Guan Baolin, B.A., Lideng, B.P.: Neural network handwritten numerical recognition based on improved genetic algorithm. Control Instr. Chem. Ind. 40, 778\u2013784 (2012). in Chinese"},{"key":"2_CR7","first-page":"344","volume":"2","author":"C Chuang","year":"2019","unstructured":"Chuang, C., Chellali, R., Yin, X.: Speech emotion recognition based on improved genetic algorithm optimized BP neural network. Appl. Res. Comput. 2, 344\u2013346 (2019)","journal-title":"Appl. Res. Comput."}],"container-title":["Lecture Notes in Networks and Systems","Advanced Information Networking and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-75078-7_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,6,10]],"date-time":"2021-06-10T11:11:57Z","timestamp":1623323517000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-75078-7_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"ISBN":["9783030750770","9783030750787"],"references-count":7,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-75078-7_2","relation":{},"ISSN":["2367-3370","2367-3389"],"issn-type":[{"type":"print","value":"2367-3370"},{"type":"electronic","value":"2367-3389"}],"subject":[],"published":{"date-parts":[[2021]]},"assertion":[{"value":"1 May 2021","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"AINA","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Advanced Information Networking and Applications","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Toronto, ON","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Canada","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2021","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"12 May 2021","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14 May 2021","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"35","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aina2021","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/voyager.ce.fit.ac.jp\/conf\/aina\/2021\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}