{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,29]],"date-time":"2026-07-29T23:21:51Z","timestamp":1785367311991,"version":"3.55.0"},"publisher-location":"New York, NY, USA","reference-count":10,"publisher":"ACM","license":[{"start":{"date-parts":[[2019,4,18]],"date-time":"2019-04-18T00:00:00Z","timestamp":1555545600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2019,4,18]]},"DOI":"10.1145\/3299815.3314450","type":"proceedings-article","created":{"date-parts":[[2019,5,7]],"date-time":"2019-05-07T12:16:01Z","timestamp":1557231361000},"page":"164-167","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":137,"title":["An Empirical Study on Generalizations of the ReLU Activation Function"],"prefix":"10.1145","author":[{"given":"Chaity","family":"Banerjee","sequence":"first","affiliation":[{"name":"University of Central Florida, Orlando, Florida, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tathagata","family":"Mukherjee","sequence":"additional","affiliation":[{"name":"University of Alabama in Huntsville, Huntsville, Alabama, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"suffix":"Jr.","given":"Eduardo","family":"Pasiliao","sequence":"additional","affiliation":[{"name":"Air Force Research Labs, Shalimar, Florida, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2019,4,18]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"R. Arora A. Basu P. Mianjy and A. Mukherjee. 2016. Understanding Deep Neural Networks with Rectified Linear Units. arXiv preprint arXiv:1611.01491 (2016)."},{"key":"e_1_3_2_1_2_1","unstructured":"D. Clevert T. Unterthiner and S. Hochreiter. 2015. Fast and Accurate Deep Network Learning by Exponential Linear Units (Elus). arXiv preprint arXiv:1511.07289 (2015)."},{"key":"e_1_3_2_1_3_1","volume":"201","author":"Goel S.","unstructured":"S. Goel, V. Kanade, A. Klivans, and J. Thaler. 2016. Reliably Learning the Relu in Polynomial Time. arXiv preprint arXiv:1611.10258 (2016).","journal-title":"J. Thaler."},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","unstructured":"X. Jin C. Xu J. Feng Y. Wei J. Xiong and S. Yan. 2016. Deep Learning with S-Shaped Rectified Linear Activation Units. In AAAI. pp. 1737--1743.","DOI":"10.5555\/3016100.3016142"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"crossref","unstructured":"Y. LeCun Y. Bengio and G. Hinton. 2015. Deep Learning. Nature 521 7553 (2015) pp.436.","DOI":"10.1038\/nature14539"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"crossref","unstructured":"S. Qiu and B. Cai. 2017. Flexible Rectified Linear Units for Improving Convolutional Neural Networks. arXiv preprint arXiv:1706.08098 (2017).","DOI":"10.1109\/ICPR.2018.8546022"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2983402.2983406"},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.5555\/3045390.3045624"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2017.00038"},{"key":"e_1_3_2_1_10_1","unstructured":"B. Xu R. Huang and M. Li. 2016. Revise Saturated Activation Functions. arXiv preprint arXiv:1602.05980 (2016)."}],"event":{"name":"ACM SE '19: 2019 ACM Southeast Conference","location":"Kennesaw GA USA","acronym":"ACM SE '19","sponsor":["ACM Association for Computing Machinery"]},"container-title":["Proceedings of the 2019 ACM Southeast Conference"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3299815.3314450","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3299815.3314450","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T01:39:15Z","timestamp":1750210755000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3299815.3314450"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,4,18]]},"references-count":10,"alternative-id":["10.1145\/3299815.3314450","10.1145\/3299815"],"URL":"https:\/\/doi.org\/10.1145\/3299815.3314450","relation":{},"subject":[],"published":{"date-parts":[[2019,4,18]]},"assertion":[{"value":"2019-04-18","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}