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Huawei

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Smart World 2030: Huawei proposes these 9 technical challenges and research directions

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2015 stt-MRAM An Energy-efficient Non-volatile In-Memory Accelerator for Sparse-representation based Face Recognition

We find that by projecting high-dimension image data to much lower dimension, the current scaling for STT-MRAM write operation can be applied aggressively, which leads to significant power reduction yet maintains quality-of-service for face recognition.