Corpus ID: 227746663

DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning

@article{Inci2020DeepNVMCM,
  title={DeepNVM++: Cross-Layer Modeling and Optimization Framework of Non-Volatile Memories for Deep Learning},
  author={A. Inci and Mehmet Meric Isgenc and Diana Marculescu},
  journal={ArXiv},
  year={2020},
  volume={abs/2012.04559}
}
Non-volatile memory (NVM) technologies such as spin-transfer torque magnetic random access memory (STT-MRAM) and spin-orbit torque magnetic random access memory (SOT-MRAM) have significant advantages compared to conventional SRAM due to their non-volatility, higher cell density, and scalability features. While previous work has investigated several architectural implications of NVM for generic applications, in this work we present DeepNVM++, a framework to characterize, model, and analyze NVM… Expand
1 Citations

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