Low-VDD Operation of SRAM Synaptic Array for Implementing Ternary Neural Network.

Xiaoyu Sun,Rui Liu,Yi-Ju Chen,Hsiao-Yun Chiu,Wei-Hao Chen,Meng-Fan Chang,Shimeng Yu

IEEE Transactions on Very Large Scale Integration (VLSI) Systems（2017）

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摘要

For Internet of Things (IoT) edge devices, it is very attractive to have the local sensemaking capability instead of sending all the data back to the cloud for information processing. For image pattern recognition, neuro-inspired machine learning algorithms have demonstrated enormous powerfulness. To effectively implement learning algorithms on-chip for IoT edge devices, on-chip synaptic memory ar...

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关键词

Training,Neurons,Arrays,SRAM cells,Image coding,Neural networks

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