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ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training.

S. Chang, G. Yuan, A. Lu, M. Sun, Y. Li, X. Ma, Z. Li, Y. Xie, M. Qin, X. Lin, Z. Fang, and Y. Wang. DATE, page 1-6. IEEE, (2023)

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Klaus Geng

Hui Geng

Hong Geng

Xiaoyun Geng

Geng Lai

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An area and energy efficient design of domain-wall memory-based deep convolutional neural networks using stochastic computing.X. Ma, Y. Zhang, G. Yuan, A. Ren, Z. Li, J. Han, J. Hu, and Y. Wang. ISQED, page 314-321. IEEE, (2018)Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation.X. Ma, G. Yuan, S. Lin, C. Ding, F. Yu, T. Liu, W. Wen, X. Chen, and Y. Wang. CoRR, (2019)Achieving Real-Time Object Detection on MobileDevices with Neural Pruning Search.P. Zhao, W. Niu, G. Yuan, Y. Cai, B. Ren, Y. Wang, and X. Lin. CoRR, (2021)MTS-LOF: Medical Time-Series Representation Learning via Occlusion-Invariant Features.H. Li, A. Carreon-Rascon, X. Chen, G. Yuan, and A. Li. CoRR, (2023)Hardware-efficient stochastic rounding unit design for DNN training: late breaking results.S. Chang, G. Yuan, A. Lu, M. Sun, Y. Li, X. Ma, Z. Li, Y. Xie, M. Qin, X. Lin and 2 other author(s). DAC, page 1396-1397. ACM, (2022)Fault-Tolerant Deep Neural Networks for Processing-In-Memory based Autonomous Edge Systems.S. Wang, G. Yuan, X. Ma, Y. Li, X. Lin, and B. Kailkhura. DATE, page 424-429. IEEE, (2022)Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications.H. Li, G. Yuan, W. Niu, Y. Cai, M. Sun, Z. Li, B. Ren, X. Lin, and Y. Wang. ASP-DAC, page 581-586. ACM, (2021)MEST: Accurate and Fast Memory-Economic Sparse Training Framework on the Edge.G. Yuan, X. Ma, W. Niu, Z. Li, Z. Kong, N. Liu, Y. Gong, Z. Zhan, C. He, Q. Jin and 6 other author(s). NeurIPS, page 20838-20850. (2021)A DNN Compression Framework for SOT-MRAM-based Processing-In-Memory Engine.G. Yuan, X. Ma, S. Lin, Z. Li, J. Deng, and C. Ding. SoCC, page 37-42. IEEE, (2020)Teachers Do More Than Teach: Compressing Image-to-Image Models.Q. Jin, J. Ren, O. Woodford, J. Wang, G. Yuan, Y. Wang, and S. Tulyakov. CVPR, page 13600-13611. Computer Vision Foundation / IEEE, (2021)

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Disambiguation of "Yuan, Geng"

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ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training.

Please choose a person to relate this publication to

Klaus Geng

Hui Geng

Hong Geng

Xiaoyun Geng

Geng Lai

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Yuan, Geng"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training.

Please choose a person to relate this publication to

Klaus Geng

Hui Geng

Hong Geng

Xiaoyun Geng

Geng Lai

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
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ESRU: Extremely Low-Bit and Hardware-Efficient Stochastic Rounding Unit Design for Low-Bit DNN Training.