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06/15/2023
Retrospective: EIE: Efficient Inference Engine on Sparse and Compressed Neural Network
EIE proposed to accelerate pruned and compressed neural networks, exploi...
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09/10/2018
DNN Dataflow Choice Is Overrated
Many DNN accelerators have been proposed and built using different micro...
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06/27/2018
Performance and Programming Effort Trade-offs of Android Persistence Frameworks
A fundamental building block of a mobile application is the ability to p...
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06/24/2016
FPMax: a 106GFLOPS/W at 217GFLOPS/mm2 Single-Precision FPU, and a 43.7GFLOPS/W at 74.6GFLOPS/mm2 Double-Precision FPU, in 28nm UTBB FDSOI
FPMax implements four FPUs optimized for latency or throughput workloads...
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06/14/2016
A Systematic Approach to Blocking Convolutional Neural Networks
Convolutional Neural Networks (CNNs) are the state of the art solution f...
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02/04/2016