Publications

Soroush Heidari, M. Ghasemi, Y. G. Kim, C. -J. Wu and S. Vrudhula, "CAMDNN: Content-Aware Mapping of a Network of Deep Neural Networks on Edge MPSoCs," in IEEE Transactions on Computers, 2022, doi: 10.1109/TC.2022.3207137.

Ghasemi, Mehdi, Soroush Heidari, Young Geun Kim, Aaron Lamb, Carole-Jean Wu, and Sarma Vrudhula. "Energy-Efficient Mapping for a Network of DNN Models at the Edge." In 2021 IEEE International Conference on Smart Computing (SMARTCOMP), pp. 25-30. IEEE, 2021.

Bajestani, M. F., Soroush Heidari, Fard, S. M., & Khodadadeh, R. (2018). AAD: Adaptive Anomaly Detection through traffic surveillance videos. arXiv. https://doi.org/10.48550/arXiv.1808.10044

Ding, Caiwen, Ning Liu, Yanzhi Wang, Ji Li, Soroush Heidari, Jingtong Hu, and Yongpan Liu. "Multisource Indoor Energy Harvesting for Nonvolatile Processors." IEEE Design & Test 34, no. 3 (2017): 42-49.

C. Ding, Soroush Heidari, Y. Wang, Y. Liu and J. Hu, "Multi-source in-door energy harvesting for non-volatile processors," 2016 IEEE International Symposium on Circuits and Systems (ISCAS), Montreal, QC, 2016, pp. 173-176.

Soroush Heidari, Caiwen Ding, Yongpan Liu, Yanzhi Wang, and Jingtong Hu. "Multi-source energy harvesting management and optimization for non-volatile processors." In Green Computing Conference and Sustainable Computing Conference (IGSC), 2015 Sixth International, pp. 1-2. IEEE, 2015.