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- Guangyu Sun, Xiangyu Dong, Yuan Xie, Jian Li, Yiran Chen
- 2009 IEEE 15th International Symposium on High…
- 2009
Magnetic random access memory (MRAM) is a promising memory technology, which has fast read access, high density, and non-volatility. Using 3D heterogeneous integrations, it becomes feasible and… (More)
- Wei Wen, Chunpeng Wu, Yandan Wang, Yiran Chen, Hai Li
- NIPS
- 2016
High demand for computation resources severely hinders deployment of large-scale Deep Neural Networks (DNN) in resource constrained devices. In this work, we propose a Structured Sparsity Learning… (More)
- Xiangyu Dong, Xiaoxia Wu, Guangyu Sun, Yuan Xie, Hai Li, Yiran Chen
- 2008 45th ACM/IEEE Design Automation Conference
- 2008
Magnetic Random Access Memory (MRAM) has been considered as a promising memory technology due to many attractive properties. Integrating MRAM with CMOS logic may incur extra manufacture cost, due to… (More)
- Chun Jason Xue, Youtao Zhang, Yiran Chen, Guangyu Sun, Jianhua Yang, Hai Li
- 2011 Proceedings of the Ninth IEEE/ACM/IFIP…
- 2011
In recent years, non-volatile memory (NVM) technologies have emerged as candidates for future universal memory. NVMs generally have advantages such as low leakage power, high density, and fast read… (More)
High network communication cost for synchronizing gradients and parameters is the well-known bottleneck of distributed training. In this work, we propose TernGrad that uses ternary gradients to… (More)
- Yaojun Zhang, Xiaobin Wang, Yiran Chen
- 2011 IEEE/ACM International Conference on…
- 2011
The rapidly increased demands for memory in electronic industry and the significant technical scaling challenges of all conventional memory technologies motivated the researches on the next… (More)
- Hong Li, Cheng-Kok Koh, Venkataramanan Balakrishnan, Yiran Chen
- 8th International Symposium on Quality Electronic…
- 2007
In this paper, we present an efficient algorithm to predict the probability distribution of the circuit delay while accounting for spatial correlations. We exploit the structure of the covariance… (More)
- Yiran Chen, Weng-Fai Wong, Hai Li, Cheng-Kok Koh
- IEEE/ACM International Symposium on Low Power…
- 2011
It has been predicted that a processor's caches could occupy as much as 90% of chip area for technology nodes from the current. In this paper, we study the use of multi-level spin-transfer torque RAM… (More)
- Wujie Wen, Yaojun Zhang, Mengjie Mao, Yiran Chen
- 2014 51st ACM/EDAC/IEEE Design Automation…
- 2014
Multi-level Cell Spin-Transfer Torque Random Access Memory (MLC STT-RAM) is a promising nonvolatile memory technology for high-capacity and high-performance applications. However, the reliability… (More)
- Shiping Wen, Gang Bao, Zhigang Zeng, Yiran Chen, Tingwen Huang
- Neural Networks
- 2013
This paper deals with the problem of global exponential synchronization of a class of memristor-based recurrent neural networks with time-varying delays based on the fuzzy theory and Lyapunov method.… (More)