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cs.CV2026
Silicon Aware Neural Networks
Sebastian Fieldhouse, Kea-Tiong Tang
Recent work in the machine learning literature has demonstrated that deep learning can train neural networks made of discrete logic gate functions to perform simple image classific…
cs.CV2022★ 2 cited
LG-LSQ: Learned Gradient Linear Symmetric Quantization
Shih-Ting Lin, Zhaofang Li, Yu-Hsiang Cheng +3
Deep neural networks with lower precision weights and operations at inference time have advantages in terms of the cost of memory space and accelerator power. The main challenge as…