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Mirhoseini, A., B. D. Rouhani, E. M. Songhori, and F. Koushanfar, "ExtDict: Extensible Dictionaries for Data- and Platform-Aware Large-Scale Learning", International Parallel & Distributed Processing Symposium (IPDPS): IEEE, 2017.  Download: ExtDict.pdf (636.32 KB)
Rouhani, B. D., A. Mirhoseini, and F. Koushanfar, "TinyDL: Just-In-Time Deep Learning Solution For Constrained Embedded Systems", International Symposium on Circuits and Systems (ISCAS): IEEE, 2017.  Download: TinyDL.pdf (1011.05 KB)
Rouhani, B. D., M. Ghasemzadeh, and F. Koushanfar, "CausaLearn: Automated Framework for Scalable Streaming-based Causal Bayesian Learning using FPGAs", International Symposium on Field-Programmable Gate Arrays (FPGA ’18): ACM/SIGDA, 2018.  Download: Causalearn.pdf (1.7 MB)
Rouhani, B. D., A. Mirhoseini, and F. Koushanfar, "Going deeper than deep learning for massive data analytics under physical constraints", Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis, 2016.  Download: Deep.pdf (304.41 KB)


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