{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,14]],"date-time":"2025-11-14T07:40:48Z","timestamp":1763106048193,"version":"3.32.0"},"reference-count":31,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T00:00:00Z","timestamp":1733097600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,2]],"date-time":"2024-12-02T00:00:00Z","timestamp":1733097600000},"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":[[2024,12,2]]},"DOI":"10.1109\/wifs61860.2024.10810715","type":"proceedings-article","created":{"date-parts":[[2024,12,27]],"date-time":"2024-12-27T19:10:25Z","timestamp":1735326625000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["Ternary Neural Networks for Gait Identification in Wearable Devices"],"prefix":"10.1109","author":[{"given":"Giacomo","family":"Agnetti","sequence":"first","affiliation":[{"name":"Politecnico di Torino,Italy"}]},{"given":"Andrea","family":"Migliorati","sequence":"additional","affiliation":[{"name":"Politecnico di Torino,Italy"}]},{"given":"Daniele","family":"Mari","sequence":"additional","affiliation":[{"name":"Universit&#x00E1; di Padova,Italy"}]},{"given":"Tiziano","family":"Bianchi","sequence":"additional","affiliation":[{"name":"Politecnico di Torino,Italy"}]},{"given":"Simone","family":"Milani","sequence":"additional","affiliation":[{"name":"Universit&#x00E1; di Padova,Italy"}]},{"given":"Enrico","family":"Magli","sequence":"additional","affiliation":[{"name":"Politecnico di Torino,Italy"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2018.05.006"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2009.67"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2024.3447085"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3623402"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2022.3154412"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00118"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/s23146497"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CISCT.2019.8777442"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.09.005"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2020.2985628"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3222825"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/s12662-022-00817-y"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP49357.2023.10094626"},{"article-title":"Trained ternary quantization","volume-title":"International Conference on Learning Representations","author":"Zhu","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/iccv48922.2021.00517"},{"issue":"10","key":"ref16","first-page":"8538","article-title":"Trq: Ternary neural networks with residual quantization","volume-title":"Proceedings of the AAAI Conference on Artificial Intelligence","volume":"35","author":"Li"},{"key":"ref17","article-title":"The era of 1-bit llms: All large language models are in 1.58 bits","author":"Ma","year":"2024","journal-title":"arXiv preprint arXiv:2402.17764"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/s19143213"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/sym8100100"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534261"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3390\/su151310456"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2022.108428"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2023.108663"},{"key":"ref24","article-title":"Estimating or propagating gradients through stochastic neurons for conditional computation","author":"Bengio","year":"2013","journal-title":"arXiv preprint arXiv:1308.3432"},{"key":"ref25","article-title":"Binaryconnect: Training deep neural networks with binary weights during propagations","volume":"28","author":"Courbariaux","year":"2015","journal-title":"Advances in neural information processing systems"},{"key":"ref26","first-page":"3105","article-title":"Learning sparse ternary neural networks with entropy-constrained trained ternarization (ec2t)","volume-title":"2020 IEEE\/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","author":"Marban"},{"key":"ref27","article-title":"Binarized neural networks: Training deep neural networks with weights and activations constrained to +1 or -1","author":"Courbariaux","year":"2016","journal-title":"arXiv preprint arXiv:1602.02830"},{"key":"ref28","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"International conference on machine learning","author":"Ioffe"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.3390\/s16010115"},{"article-title":"Adam: A method for stochastic optimization","year":"2014","author":"Diederik","key":"ref30"},{"key":"ref31","first-page":"8024","article-title":"Pytorch: An imperative style, high-performance deep learning library","author":"Paszke","year":"2019","journal-title":"Advances in Neural Information Processing Systems"}],"event":{"name":"2024 IEEE International Workshop on Information Forensics and Security (WIFS)","start":{"date-parts":[[2024,12,2]]},"location":"Rome, Italy","end":{"date-parts":[[2024,12,5]]}},"container-title":["2024 IEEE International Workshop on Information Forensics and Security (WIFS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10810660\/10810670\/10810715.pdf?arnumber=10810715","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,28]],"date-time":"2024-12-28T06:18:45Z","timestamp":1735366725000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10810715\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,2]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/wifs61860.2024.10810715","relation":{},"subject":[],"published":{"date-parts":[[2024,12,2]]}}}