{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,2]],"date-time":"2026-01-02T07:26:53Z","timestamp":1767338813807,"version":"3.37.3"},"reference-count":72,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,1]],"date-time":"2022-12-01T00:00:00Z","timestamp":1669852800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["92064004"],"award-info":[{"award-number":["92064004"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Sichuan Technology Fund","award":["2018GZDZX0025"],"award-info":[{"award-number":["2018GZDZX0025"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biomed. Circuits Syst."],"published-print":{"date-parts":[[2022,12]]},"DOI":"10.1109\/tbcas.2022.3209073","type":"journal-article","created":{"date-parts":[[2022,9,23]],"date-time":"2022-09-23T19:56:55Z","timestamp":1663963015000},"page":"1250-1260","source":"Crossref","is-referenced-by-count":14,"title":["A Co-Designed Neuromorphic Chip With Compact (17.9K F<sup>2<\/sup>) and Weak Neuron Number-Dependent Neuron\/Synapse Modules"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-2273-5449","authenticated-orcid":false,"given":"S. G.","family":"Hu","sequence":"first","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"given":"G. C.","family":"Qiao","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"given":"X. K.","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"given":"Y. H.","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"given":"C. M.","family":"Zhang","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"given":"Yue","family":"Zuo","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"given":"Pujun","family":"Zhou","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"given":"Y. A.","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7893-1428","authenticated-orcid":false,"given":"Ning","family":"Ning","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0490-0749","authenticated-orcid":false,"given":"Qi","family":"Yu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0615-7036","authenticated-orcid":false,"given":"Yang","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of Electronic Thin Films and Integrated Devices, University of Electronic Science and Technology of China, Chengdu, China"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSPEC.2012.6247562"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/acprof:oso\/9780199794546.001.0001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1017\/S0140525X16001837"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1038\/78829"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2015.2444094"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1677-2"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9781107447615"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-55310-8"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-57715-8"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.12.027"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/nature14539"},{"key":"ref12","article-title":"Outrageously large neural networks: The sparsely-gated mixture-of-experts layer","author":"Shazeer","year":"2017","journal-title":"arXiv:1701.06538"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00095"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2015.07.004"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3304103"},{"article-title":"A survey of neuromorphic computing and neural networks in hardware","year":"2017","author":"Schuman","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.09.036"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.09.004"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.12.002"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2019.00231"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2304638"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/s41928-020-0435-7"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JPROC.2014.2313565"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/5.58356"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0020254"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1038\/s41563-019-0291-x"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-020-0208-2"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0187-0"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1063\/1.5118217"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-1942-4"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/JEDS.2019.2913637"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1002\/advs.202004645"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1088\/1361-6528\/aa6b47"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TED.2015.2512321"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-05677-5"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1126\/science.1254642"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2015.2474396"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2017.2712626"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-1424-8"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CICC.2011.6055293"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2018.2880425"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.sysarc.2017.01.003"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2018.112130359"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2013.00137"},{"issue":"1","key":"ref45","first-page":"6869","article-title":"Quantized neural networks: Training neural networks with low precision weights and activations","volume":"18","author":"Hubara","year":"2017","journal-title":"J. Mach. Learn. Res."},{"key":"ref46","article-title":"Ternary weight networks","author":"Li","year":"2016","journal-title":"arXiv:1605.04711"},{"key":"ref47","article-title":"Training quantized nets: A deeper understanding","author":"Li","year":"2017","journal-title":"arXiv:1706.02379"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.521"},{"key":"ref49","article-title":"Deep compression: Compressing deep neural networks with pruning, trained quantization and huffman coding","author":"Han","year":"2015","journal-title":"arXiv:1510.00149"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2017.2774288"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33011311"},{"key":"ref52","first-page":"1419","article-title":"SLAYER: Spike layer error reassignment in time","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","author":"Shrestha"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01086"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.06.084"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/AICAS.2019.8771624"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6787"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TCAD.2018.2819366"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.3389\/fncom.2015.00099"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.08.016"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2013.6707077"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN.2013.6707077"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3095724"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2019.09.005"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.781"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00424"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2020.00104"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00023"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2019.2931595"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020-2782-y"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1038\/s42256-020-0159-4"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TBCAS.2019.2928793"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/JSSC.2018.2884901"}],"container-title":["IEEE Transactions on Biomedical Circuits and Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/4156126\/10044554\/09900453.pdf?arnumber=9900453","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T22:20:02Z","timestamp":1705962002000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9900453\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12]]},"references-count":72,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tbcas.2022.3209073","relation":{},"ISSN":["1932-4545","1940-9990"],"issn-type":[{"type":"print","value":"1932-4545"},{"type":"electronic","value":"1940-9990"}],"subject":[],"published":{"date-parts":[[2022,12]]}}}