{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T02:13:20Z","timestamp":1772158400572,"version":"3.50.1"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319470740","type":"print"},{"value":"9783319470757","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-47075-7_52","type":"book-chapter","created":{"date-parts":[[2016,11,17]],"date-time":"2016-11-17T07:50:05Z","timestamp":1479369005000},"page":"484-492","source":"Crossref","is-referenced-by-count":18,"title":["Distributed Neural Networks for Internet of Things: The Big-Little Approach"],"prefix":"10.1007","author":[{"given":"Elias","family":"De Coninck","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tim","family":"Verbelen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bert","family":"Vankeirsbilck","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Steven","family":"Bohez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Pieter","family":"Simoens","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Piet","family":"Demeester","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Bart","family":"Dhoedt","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,11,18]]},"reference":[{"issue":"15","key":"52_CR1","doi-asserted-by":"crossref","first-page":"2787","DOI":"10.1016\/j.comnet.2010.05.010","volume":"54","author":"L Atzori","year":"2010","unstructured":"Atzori, L., Iera, A., Morabito, G.: The internet of things: a survey. Comput. Netw. 54(15), 2787\u20132805 (2010)","journal-title":"Comput. Netw."},{"key":"52_CR2","doi-asserted-by":"crossref","unstructured":"Barker, S.K., Shenoy, P.: Empirical evaluation of latency-sensitive application performance in the cloud. In: Proceedings of the First Annual ACM SIGMM Conference on Multimedia Systems, MMSys 2010, pp. 35\u201346. ACM, New York (2010)","DOI":"10.1145\/1730836.1730842"},{"key":"52_CR3","unstructured":"Bastien, F., Lamblin, P., Pascanu, R., Bergstra, J., Goodfellow, I.J., Bergeron, A., Bouchard, N., Bengio, Y.: Theano: new features and speed improvements. In: Deep Learning and Unsupervised Feature Learning NIPS 2012 Workshop (2012)"},{"key":"52_CR4","doi-asserted-by":"crossref","unstructured":"Bergstra, J., Breuleux, O., Bastien, F., Lamblin, P., Pascanu, R., Desjardins, G., Turian, J., Warde-Farley, D., Bengio, Y.: Theano: a CPU and GPU math expression compiler. In: Proceedings of the Python for Scientific Computing Conference (SciPy), vol. 4, p. 3, June 2010. Oral Presentation","DOI":"10.25080\/Majora-92bf1922-003"},{"key":"52_CR5","doi-asserted-by":"crossref","unstructured":"Bouckaert, S., Becue, P., Vermeulen, B., Jooris, B., Moerman, I., Demeester, P.: Federating wired and wireless test facilities through emulab and OMF: the iLab.t use case. In: Proceedings of the 8th International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities, pp. 1\u201316. Department of Information technology, Ghent University (2012)","DOI":"10.1007\/978-3-642-35576-9_25"},{"key":"52_CR6","doi-asserted-by":"crossref","unstructured":"Dan C.C., Meier, U., Gambardella, L.M., Schmidhuber, J.: Deep big simple neural nets excel on handwritten digit recognition. arXiv preprint arXiv:1003.0358 22(12) (2010)","DOI":"10.1162\/NECO_a_00052"},{"key":"52_CR7","unstructured":"Coates, A., Huval, B., Wang, T., Wu, D., Catanzaro, B., Andrew, N.: Deep learning with COTS HPC systems. In: Proceedings of the 30th International Conference on Machine Learning, pp. 1337\u20131345 (2013)"},{"issue":"4","key":"52_CR8","doi-asserted-by":"crossref","first-page":"2233","DOI":"10.1109\/TII.2014.2300753","volume":"10","author":"X Li Da","year":"2014","unstructured":"Da Li, X., He, W., Li, S.: Internet of things in industries: a survey. IEEE Trans. Ind. Inform. 10(4), 2233\u20132243 (2014)","journal-title":"IEEE Trans. Ind. Inform."},{"key":"52_CR9","unstructured":"Dean, J., Corrado, G., Monga, R., Chen, K., Devin, M., Mao, M., Senior, A., Tucker, P., Yang, K., Le, Q.V., et al.: Large scale distributed deep networks. In: Advances in Neural Information Processing Systems, pp. 1223\u20131231 (2012)"},{"key":"52_CR10","unstructured":"Krizhevsky, A.: One weird trick for parallelizing convolutional neural networks. arXiv preprint arXiv:1404.5997 (2014)"},{"key":"52_CR11","unstructured":"Krizhevsky, A., Hinton, G.: Learning multiple layers of features from tiny images. Technical report, Computer Science Department, University of Toronto (2009)"},{"key":"52_CR12","unstructured":"Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks. In: Advances in Neural Information Processing Systems, pp. 1097\u20131105 (2012)"},{"key":"52_CR13","unstructured":"LeCun, Y., Cortes, C.: The MNIST database of handwritten digits (1998)"},{"key":"52_CR14","doi-asserted-by":"crossref","unstructured":"Leroux, S., Bohez, S., Verbelen, T., Vankeirsbilck, B., Simoens, P., Dhoedt, B.: Resource-constrained classification using a cascade of neural network layers. In: International Joint Conference on Neural Networks (2015)","DOI":"10.1109\/IJCNN.2015.7280601"},{"key":"52_CR15","doi-asserted-by":"crossref","unstructured":"Parwekar, P.: From internet of things towards cloud of things. In: 2011 2nd International Conference on Computer and Communication Technology (ICCCT), pp. 329\u2013333, September 2011","DOI":"10.1109\/ICCCT.2011.6075156"},{"key":"52_CR16","first-page":"101","volume":"5","author":"R Rifkin","year":"2004","unstructured":"Rifkin, R., Klautau, A.: In defense of one-vs-all classification. J. Mach. Learn. Res. 5, 101\u2013141 (2004)","journal-title":"J. Mach. Learn. Res."},{"issue":"3","key":"52_CR17","doi-asserted-by":"publisher","first-page":"211","DOI":"10.1007\/s11263-015-0816-y","volume":"115","author":"O Russakovsky","year":"2015","unstructured":"Russakovsky, O., Deng, J., Su, H., Krause, J., Satheesh, S., Ma, S., Huang, Z., Karpathy, A., Khosla, A., Bernstein, M., Berg, A.C., Fei-Fei, L.: Imagenet large scale visual recognition challenge. Int. J. Comput. Vis. 115(3), 211\u2013252 (2015). doi: 10.1007\/s11263-015-0816-y","journal-title":"Int. J. Comput. Vis."},{"key":"52_CR18","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1016\/j.neunet.2014.09.003","volume":"61","author":"J Schmidhuber","year":"2015","unstructured":"Schmidhuber, J.: Deep learning in neural networks: an overview. Neural Netw. 61, 85\u2013117 (2015)","journal-title":"Neural Netw."}],"container-title":["Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","Internet of Things. IoT Infrastructures"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-47075-7_52","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,27]],"date-time":"2020-09-27T06:38:24Z","timestamp":1601188704000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-47075-7_52"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319470740","9783319470757"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-47075-7_52","relation":{},"ISSN":["1867-8211","1867-822X"],"issn-type":[{"value":"1867-8211","type":"print"},{"value":"1867-822X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016]]}}}