An 8b-Precision 8-Mb STT-MRAM Near-Memory-Compute Macro Using Weight-Feature and Input-Sparsity Aware Schemes for Energy-Efficient Edge AI Devices

De-Qi You, Yen-Cheng Chiu, Win-San Khwa, Chung-Yuan Li, Fang-Ling Hsieh, Yu-An Chien, Chung-Chuan Lo, Ren-Shuo Liu, Chih-Cheng Hsieh, Kea-Tiong Tang, Yu-Der Chih, Tsung-Yung Jonathan Chang, Meng-Fan Chang. An 8b-Precision 8-Mb STT-MRAM Near-Memory-Compute Macro Using Weight-Feature and Input-Sparsity Aware Schemes for Energy-Efficient Edge AI Devices. J. Solid-State Circuits, 59(1):219-230, January 2024. [doi]

Authors

De-Qi You

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Yen-Cheng Chiu

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Win-San Khwa

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Chung-Yuan Li

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Fang-Ling Hsieh

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Yu-An Chien

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Chung-Chuan Lo

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Ren-Shuo Liu

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Chih-Cheng Hsieh

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Kea-Tiong Tang

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Yu-Der Chih

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Tsung-Yung Jonathan Chang

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Meng-Fan Chang

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