{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,9]],"date-time":"2026-03-09T01:42:33Z","timestamp":1773020553118,"version":"3.50.1"},"reference-count":26,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,7]]},"DOI":"10.1109\/ijcnn.2018.8489493","type":"proceedings-article","created":{"date-parts":[[2018,10,19]],"date-time":"2018-10-19T22:25:09Z","timestamp":1539987909000},"page":"1-7","source":"Crossref","is-referenced-by-count":29,"title":["Early Seizure Detection with an Energy-Efficient Convolutional Neural Network on an Implantable Microcontroller"],"prefix":"10.1109","author":[{"given":"Maria","family":"Hugle","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon","family":"Heller","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Watter","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Manuel","family":"Blum","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Farrokh","family":"Manzouri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthias","family":"Dumpelmann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Andreas","family":"Schulze-Bonhage","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peter","family":"Woias","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joschka","family":"Boedecker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"A generalised seizure prediction with convolutional neural networks for intracranial and scalp electroencephalogram data analysis","volume":"abs 1707 1976","author":"truong","year":"2017","journal-title":"CoRR"},{"key":"ref11","article-title":"Deep convolutional neural network for the automated detection and diagnosis of seizure using eeg signals","author":"rajendra acharya","year":"2017","journal-title":"Computers in Biology and Medicine"},{"key":"ref12","article-title":"Learning robust features using deep learning for automatic seizure detection","volume":"abs 1608 220","author":"thodoroff","year":"2016","journal-title":"CoRR"},{"key":"ref13","article-title":"Eegnet: A compact convolutional network for eeg-based brain-computer interfaces","volume":"abs 1611 8024","author":"lawhern","year":"2016","journal-title":"CoRR"},{"key":"ref14","article-title":"Epileptic seizure prediction using big data and deep learning: Toward a mobile system","author":"kiral-kornek","year":"2017","journal-title":"EBioMedicine"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"1669","DOI":"10.1111\/j.1528-1167.2012.03564.x","article-title":"The EPILEPSIAE database: An exten- sive electroencephalography database of epilepsy patients","volume":"53","author":"klatt","year":"2012","journal-title":"Epilepsia"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2008.4408441"},{"key":"ref17","article-title":"Network in network","volume":"abs 1312 4400","author":"lin","year":"2013","journal-title":"CoRR"},{"key":"ref18","article-title":"Striving for simplicity: The all convolutional net","author":"springenberg","year":"2015","journal-title":"ICLR (workshop track)"},{"key":"ref19","article-title":"Adam: A method for stochastic optimization","volume":"abs 1412 6980","author":"kingma","year":"2014","journal-title":"CoRR"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/brain\/awl241"},{"key":"ref3","first-page":"239","article-title":"Brain stimulation as a neuromodulatory epilepsy therapy","volume":"548","author":"schulze-bonhage","year":"2016","journal-title":"Seizure"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S1474-4422(13)70075-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.yebeh.2014.06.023"},{"key":"ref8","article-title":"An automatic patient-specific seizure onset detection method using intracranial electroencephalography","volume":"18","author":"zheng","year":"2014"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s11517-012-0904-x"},{"key":"ref2","doi-asserted-by":"crossref","DOI":"10.1056\/NEJM200002033420503","article-title":"Early identification of refractory epilepsy","author":"kwan","year":"2000","journal-title":"N Engl J Med"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/0013-4694(82)90038-4"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1136\/jnnp.61.5.433"},{"key":"ref20","article-title":"Fast and accurate deep network learning by exponential linear units (elus)","volume":"abs 1511 7289","author":"clevert","year":"2015","journal-title":"CoRR"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1098\/rspa.1998.0193"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1604850113"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1097\/WNP.0b013e3181775993"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.yebeh.2011.08.023"},{"key":"ref26","author":"zhou","year":"2017","journal-title":"Incremental network quantization Towards lossless cnns with low-precision weights"},{"key":"ref25","article-title":"Distilling the knowl- edge in a neural network","author":"hinton","year":"2015","journal-title":"Deep Learning and Representation Learning Workshop NIPS"}],"event":{"name":"2018 International Joint Conference on Neural Networks (IJCNN)","location":"Rio de Janeiro","start":{"date-parts":[[2018,7,8]]},"end":{"date-parts":[[2018,7,13]]}},"container-title":["2018 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8465565\/8488986\/08489493.pdf?arnumber=8489493","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,8,24]],"date-time":"2020-08-24T04:08:46Z","timestamp":1598242126000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8489493\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,7]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/ijcnn.2018.8489493","relation":{},"subject":[],"published":{"date-parts":[[2018,7]]}}}