Optimal Design Methods to Transform 3D NAND Flash into a High-Density, High-Bandwidth and Low-Power Nonvolatile Computing in Memory (nvCIM) Accelerator for Deep-Learning Neural Networks (DNN)

Po-Kai Hsu
Po-Kai Hsu
Ming-Liang Wei
Ming-Liang Wei
Teng-Hao Yeh
Teng-Hao Yeh
Keh-Chung Wang
Keh-Chung Wang

international electron devices meeting, 2019.

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Abstract:

We propose optimal design methods of 3D NAND Flash to achieve high-density, high-bandwidth and low-power nvCIM. By suitably engineering the device, we can produce ultra-low ON current of 2nA (mean) at saturated region instead of subthreshold region, while the OFF leakage current is much below 1pA. Such low Ion and large ON/OFF ratio provi...More

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