Design Space Exploration of Emerging Memory Technologies for Machine Learning Applications

2021 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)(2021)

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摘要
Memory design space exploration methods study memory systems’ performances and limitations before implementation. The computer memory design space has grown exponentially because of the enormous growth of memory types, memory controllers, and application software. Computer simulators are commonly used for memory design space exploration. However, complex memory simulations take an enormous amount ...
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关键词
Support vector machines,Nonvolatile memory,Error analysis,Design methodology,Memory management,Bandwidth,Predictive models
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