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convolutional neural networks 1efficiency optimization 1embedded hardware 1model compression 1pruning 1

From the 1 of 11 linked papers with an AI index.

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20242026
most citedCRIMP: Compact & Reliable DNN Inference on In-Memory Processing via Crossbar-Aligned Compression and Non-ideality Adaptation

6 citations · 13 across the 6 of their papers we have counts for

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cs.AI2024

Enabling Energy-Efficient Deployment of Large Language Models on Memristor Crossbar: A Synergy of Large and Small

Zhehui Wang, Tao Luo, Cheng Liu +3

Large language models (LLMs) have garnered substantial attention due to their promising applications in diverse domains. Nevertheless, the increasing size of LLMs comes with a sign…