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科研成果 by Type: Conference Proceedings

2017
Ma, Yufei, Minkyu Kim, Yu Cao, Sarma Vrudhula, and Jae-Sun Seo. “End-to-End Scalable FPGA Accelerator for Deep Residual Networks.” IEEE International Symposium on Circuits and Systems (ISCAS), 2017. Links
Ma, Yufei, Yu Cao, Sarma Vrudhula, and Jae-Sun Seo. “Optimizing Loop Operation and Dataflow in FPGA Acceleration of Deep Convolutional Neural Networks.” ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2017. Links
2016
Ma, Yufei, Naveen Suda, Yu Cao, Jae-Sun Seo, and Sarma Vrudhula. “Scalable and modularized RTL compilation of Convolutional Neural Networks onto FPGA.” IEEE International Conference on Field Programmable Logic and Applications (FPL), 2016. Links
Suda, Naveen, Vikas Chandra, Ganesh Dasika, Abinash Mohanty, Yufei Ma, Sarma Vrudhula, Jae-Sun Seo, and Yu Cao. “Throughput-Optimized OpenCL-based FPGA Accelerator for Large-Scale Convolutional Neural Networks.” ACM/SIGDA International Symposium on Field-Programmable Gate Arrays (FPGA), 2016. Links
2015
Ma, Yufei, Minkyu Kim, Yu Cao, Jae-Sun Seo, and Sarma Vrudhula. “Energy-Efficient Reconstruction of Compressively Sensed Bioelectrical Signals withStochastic Computing Circuits.” IEEE International Conference on Computer Design (ICCD), 2015. Links

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