{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,11]],"date-time":"2024-09-11T08:44:36Z","timestamp":1726044276827},"publisher-location":"Singapore","reference-count":11,"publisher":"Springer Singapore","isbn-type":[{"type":"print","value":"9789811389498"},{"type":"electronic","value":"9789811389504"}],"license":[{"start":{"date-parts":[[2019,9,19]],"date-time":"2019-09-19T00:00:00Z","timestamp":1568851200000},"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":[[2020]]},"DOI":"10.1007\/978-981-13-8950-4_19","type":"book-chapter","created":{"date-parts":[[2019,9,18]],"date-time":"2019-09-18T13:04:58Z","timestamp":1568811898000},"page":"201-211","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Probing a Deep Neural Network"],"prefix":"10.1007","author":[{"given":"Francesco A. N.","family":"Palmieri","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Mario","family":"Baldi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amedeo","family":"Buonanno","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Giovanni","family":"Di Gennaro","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Francesco","family":"Ospedale","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2019,9,19]]},"reference":[{"issue":"5","key":"19_CR1","doi-asserted-by":"publisher","first-page":"503","DOI":"10.1007\/s11633-017-1054-2","volume":"14","author":"Tomaso Poggio","year":"2017","unstructured":"Poggio, T., Mhaskar, H., Rosasco, L., Miranda, B., Liao, Q.: Why and when can deep-but not shallow-networks avoid the curse of dimensionality: a review. Int. J. Autom. Comput. 14, 503\u2013519 (2017). Oct","journal-title":"International Journal of Automation and Computing"},{"key":"19_CR2","unstructured":"Yosinski, J., Clune, J., Nguyen, A., Fuchs, T., Lipson, H.: Understanding neural networks through deep visualization. ArXiv e-prints (June 2015)"},{"key":"19_CR3","doi-asserted-by":"publisher","first-page":"818","DOI":"10.1007\/978-3-319-10590-1_53","volume-title":"Computer Vision - ECCV 2014","author":"MD Zeiler","year":"2014","unstructured":"Zeiler, M.D., Fergus, R.: Visualizing and understanding convolutional networks. In: Fleet, D., Pajdla, T., Schiele, B., Tuytelaars, T. (eds.) Computer Vision - ECCV 2014, pp. 818\u2013833. Springer International Publishing, Cham (2014)"},{"key":"19_CR4","doi-asserted-by":"crossref","unstructured":"Zeiler, M.D., Taylor, G.W., Fergus, R.: Adaptive deconvolutional networks for mid and high level feature learning. In: 2011 International Conference on Computer Vision, pp. 2018\u20132025 (Nov 2011)","DOI":"10.1109\/ICCV.2011.6126474"},{"issue":"8","key":"19_CR5","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1162\/neco.1997.9.8.1735","volume":"9","author":"S Hochreiter","year":"1997","unstructured":"Hochreiter, S., Schmidhuber, J.: Long short-term memory. Neural Comput. 9(8), 1735\u20131780 (1997)","journal-title":"Neural Comput."},{"key":"19_CR6","unstructured":"van den Oord, A., Dieleman, S., Zen, H., Simonyan, K., Vinyals, O., Graves, A., Kalchbrenner, N., Senior, A., Kavukcuoglu, K.: WaveNet: A Generative Model for Raw Audio. ArXiv e-prints (Sept 2016)"},{"key":"19_CR7","unstructured":"Mont\u00fafar, G., Pascanu, R., Cho, K., Bengio, Y.: On the number of linear regions of deep neural networks. In: Proceedings of the 27th International Conference on Neural Information Processing Systems, NIPS\u201914, vol. 2, pp. 2924\u20132932. MIT Press, Cambridge, MA, USA (2014)"},{"key":"19_CR8","unstructured":"Montufar, G.F., Pascanu, R., Cho, K., Bengio, Y.: On the number of linear regions of deep neural networks. In: Ghahramani, Z., Welling, M., Cortes, C., Lawrence, N.D., Weinberger, K.Q. (eds.) Advances in Neural Information Processing Systems, vol. 27, pp. 2924\u20132932, Curran Associates, Inc. (2014)"},{"key":"19_CR9","doi-asserted-by":"publisher","first-page":"303","DOI":"10.1007\/BF02551274","volume":"2","author":"G Cybenko","year":"1989","unstructured":"Cybenko, G.: Approximation by superpositions of a sigmoidal function. Math. Control Signals Syst. 2, 303\u2013314 (1989)","journal-title":"Math. Control Signals Syst."},{"key":"19_CR10","unstructured":"Simonyan, K., Zisserman, A.: Very Deep Convolutional Networks for Large-Scale Image Recognition. ArXiv e-prints (Sept 2014)"},{"key":"19_CR11","doi-asserted-by":"publisher","first-page":"1150","DOI":"10.1109\/ICCV.1999.790410","volume":"2","author":"DG Lowe","year":"1999","unstructured":"Lowe, D.G.: Object recognition from local scale-invariant features. Proceedings of the Seventh IEEE International Conference on Computer Vision 2, 1150\u20131157 (1999)","journal-title":"Proceedings of the Seventh IEEE International Conference on Computer Vision"}],"container-title":["Smart Innovation, Systems and Technologies","Neural Approaches to Dynamics of Signal Exchanges"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-13-8950-4_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,18]],"date-time":"2019-09-18T13:08:04Z","timestamp":1568812084000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-13-8950-4_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9,19]]},"ISBN":["9789811389498","9789811389504"],"references-count":11,"URL":"https:\/\/doi.org\/10.1007\/978-981-13-8950-4_19","relation":{},"ISSN":["2190-3018","2190-3026"],"issn-type":[{"type":"print","value":"2190-3018"},{"type":"electronic","value":"2190-3026"}],"subject":[],"published":{"date-parts":[[2019,9,19]]},"assertion":[{"value":"19 September 2019","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}