Search Results for author: Azadeh Davoodi

Found 4 papers, 1 papers with code

Efficient Inference of CNNs via Channel Pruning

no code implementations8 Aug 2019 Boyu Zhang, Azadeh Davoodi, Yu Hen Hu

The deployment of Convolutional Neural Networks (CNNs) on resource constrained platforms such as mobile devices and embedded systems has been greatly hindered by their high implementation cost, and thus motivated a lot research interest in compressing and accelerating trained CNN models.

Design Rule Violation Hotspot Prediction Based on Neural Network Ensembles

no code implementations9 Nov 2018 Wei Zeng, Azadeh Davoodi, Yu Hen Hu

Design rule check is a critical step in the physical design of integrated circuits to ensure manufacturability.

Ensemble Learning

A Mixture of Expert Approach for Low-Cost Customization of Deep Neural Networks

no code implementations31 Oct 2018 Boyu Zhang, Azadeh Davoodi, Yu-Hen Hu

Since the customized dataset is in general very small, the cost of training LE and GN would be much lower than that of re-training of GE.

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