Auto-LUT: Auto Approximation of Non-Linear Operations for Neural Networks on FPGA

Author:

Lu Haodong1,Mei Qichang1,Wang Kun1

Affiliation:

1. Fudan University,State Key Lab of ASIC & System,Shanghai,China

Funder

National Key Research and Development Program of China

Natural Science Foundation for Distinguished Young Scholars of Jiangsu Province

Publisher

IEEE

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A reconfigurable multi-precision quantization-aware nonlinear activation function hardware module for DNNs;Microelectronics Journal;2024-09

2. ONE-SA: Enabling Nonlinear Operations in Systolic Arrays For Efficient and Flexible Neural Network Inference;2024 Design, Automation & Test in Europe Conference & Exhibition (DATE);2024-03-25

3. TransFRU: Efficient Deployment of Transformers on FPGA with Full Resource Utilization;2024 29th Asia and South Pacific Design Automation Conference (ASP-DAC);2024-01-22

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