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ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers
To facilitate efficient embedded and hardware implementations of deep ne...
12/31/2018 ∙ by Ao Ren, et al. ∙
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E-RNN: Design Optimization for Efficient Recurrent Neural Networks in FPGAs
Recurrent Neural Networks (RNNs) are becoming increasingly important for...
12/12/2018 ∙ by Zhe Li, et al. ∙
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2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy
Deep Convolutional Neural Networks (CNNs) offer remarkable performance o...
09/06/2018 ∙ by Chuhan Min, et al. ∙
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C3PO: Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing
Increasing malicious users have sought practices to leverage 3D printing...
03/20/2018 ∙ by Zhe Li, et al. ∙
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Image Dataset for Visual Objects Classification in 3D Printing
The rapid development in additive manufacturing (AM), also known as 3D p...
02/15/2018 ∙ by Hongjia Li, et al. ∙
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