Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices. Dennis, D. K., Acar, D. A. E., Mandikal, V., Sadasivan, V. S., Saligrama, V., Simhadri, H. V., & Jain, P. In Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, NeurIPS 2019, December 8-14, 2019, Vancouver, BC, Canada, pages 12896–12906, 2019.
Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices [link]Paper  bibtex   
@inproceedings{DBLP:conf/nips/DennisAMSSSJ19,
  author    = {Don Kurian Dennis and
               Durmus Alp Emre Acar and
               Vikram Mandikal and
               Vinu Sankar Sadasivan and
               Venkatesh Saligrama and
               Harsha Vardhan Simhadri and
               Prateek Jain},
  title     = {Shallow {RNN:} Accurate Time-series Classification on Resource Constrained
               Devices},
  booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
               on Neural Information Processing Systems 2019, NeurIPS 2019, December
               8-14, 2019, Vancouver, BC, Canada},
  pages     = {12896--12906},
  year      = {2019},
  crossref  = {DBLP:conf/nips/2019},
  url       = {https://proceedings.neurips.cc/paper/2019/hash/76d7c0780ceb8fbf964c102ebc16d75f-Abstract.html},
  timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
  biburl    = {https://dblp.org/rec/conf/nips/DennisAMSSSJ19.bib},
  bibsource = {dblp computer science bibliography, https://dblp.org}
}

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