172 citations · 275 across the 16 of their papers we have counts for
4 papers · 1 filter
Towards a Theoretical Understanding of Hashing-Based Neural Nets
Yibo Lin, Zhao Song, Lin F. Yang
Parameter reduction has been an important topic in deep learning due to the ever-increasing size of deep neural network models and the need to train and run them on resource limite…
OpenMPL: An Open Source Layout Decomposer
Wei Li, Yuzhe Ma, Qi Sun +4
Multiple patterning lithography has been widely adopted in advanced technology nodes of VLSI manufacturing. As a key step in the design flow, multiple patterning layout decompositi…
Data Efficient Lithography Modeling with Transfer Learning and Active Data Selection
Yibo Lin, Meng Li, Yuki Watanabe +4
Lithography simulation is one of the key steps in physical verification, enabled by the substantial optical and resist models. A resist model bridges the aerial image simulation to…
Learning Long Term Dependencies via Fourier Recurrent Units
Jiong Zhang, Yibo Lin, Zhao Song +1
It is a known fact that training recurrent neural networks for tasks that have long term dependencies is challenging. One of the main reasons is the vanishing or exploding gradient…