{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,30]],"date-time":"2026-01-30T04:55:16Z","timestamp":1769748916612,"version":"3.49.0"},"reference-count":32,"publisher":"IEEE","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020,7]]},"DOI":"10.1109\/ijcnn48605.2020.9206751","type":"proceedings-article","created":{"date-parts":[[2020,9,30]],"date-time":"2020-09-30T00:40:33Z","timestamp":1601426433000},"page":"1-7","source":"Crossref","is-referenced-by-count":24,"title":["Multivariate Time Series Classification Using Spiking Neural Networks"],"prefix":"10.1109","author":[{"given":"Haowen","family":"Fang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Amar","family":"Shrestha","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qinru","family":"Qiu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref32","author":"zhang","year":"2020","journal-title":"Tapnet Multivariate time series classification with attentional prototypical network"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01086"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ISLPED.2019.8824944"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511815706"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/189"},{"key":"ref12","doi-asserted-by":"crossref","first-page":"aab4113","DOI":"10.1126\/science.aab4113","article-title":"Spiking neurons can discover predictive features by aggregate-label learning","volume":"351","author":"g\u00fctig","year":"2016","journal-title":"Science"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1038\/nn1643"},{"key":"ref14","first-page":"1433","article-title":"Gradient descent for spiking neural networks","author":"huh","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref15","doi-asserted-by":"crossref","first-page":"508","DOI":"10.3389\/fnins.2016.00508","article-title":"Training deep spiking neural networks using backpropagation","volume":"10","author":"lee","year":"2016","journal-title":"Frontiers in Neuroscience"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2017.8203812"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ASP-DAC47756.2020.9045658"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"668","DOI":"10.1126\/science.1254642","article-title":"A million spiking-neuron integrated circuit with a scalable communication network and interface","volume":"345","author":"merolla","year":"2014","journal-title":"Science"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1142\/S0129065712500128"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2018.2821692"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2015.7280696"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2015.00018"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"92","DOI":"10.1038\/nature06105","article-title":"Temporal precision in the neural code and the timescales of natural vision","volume":"449","author":"butts","year":"2007","journal-title":"Nature"},{"key":"ref6","first-page":"1117","article-title":"Backpropagation for energy-efficient neuromorphic computing","author":"esser","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/MWSCAS.2017.8053125"},{"key":"ref5","author":"eliasmith","year":"2004","journal-title":"Neural Engineering Computation Representation and Dynamics in Neurobiological Systems"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2020\/388"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD45719.2019.8942083"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s10827-007-0038-6"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ISQED.2019.8697495"},{"key":"ref1","article-title":"The uea multivariate time series classification archive","volume":"2018","author":"bagnall","year":"2018","journal-title":"arXiv preprint arXiv 1811 00075"},{"key":"ref20","article-title":"Surrogate gradient learning in spiking neural networks","author":"neftci","year":"2019","journal-title":"arXiv preprint arXiv 1901 04217"},{"key":"ref22","article-title":"Multivariate time series classification with weasel+ muse","author":"sch\u00a8afer","year":"2017","journal-title":"arXiv preprint arXiv 1711 11585"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s004220050570"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3354265.3354275"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCAD.2017.8203836"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00331"},{"key":"ref25","first-page":"1412","article-title":"Slayer: Spike layer error reassignment in time","author":"shrestha","year":"2018","journal-title":"Advances in neural information processing systems"}],"event":{"name":"2020 International Joint Conference on Neural Networks (IJCNN)","location":"Glasgow, United Kingdom","start":{"date-parts":[[2020,7,19]]},"end":{"date-parts":[[2020,7,24]]}},"container-title":["2020 International Joint Conference on Neural Networks (IJCNN)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9200848\/9206590\/09206751.pdf?arnumber=9206751","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,28]],"date-time":"2022-06-28T21:53:53Z","timestamp":1656453233000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9206751\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7]]},"references-count":32,"URL":"https:\/\/doi.org\/10.1109\/ijcnn48605.2020.9206751","relation":{},"subject":[],"published":{"date-parts":[[2020,7]]}}}