Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
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Showing 1 to 3 of 3 for “"CNN Inference"”.
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PFHE: partially homomorphic encryption on CNN inference
… challenges for practical deep learning inference. In many application scenarios, high-resolution images may only contain a small portion of sensitive information. We noticed that none of the previous works consider this, so in this work, we propose a new framework that accelerates …
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NN2FPGA: Optimizing CNN Inference on FPGAs with Binary Integer Programming
L'abstract è presente nell'allegato / the abstract is in the attachment
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Efficient inference of convolutional neural networks on general purpose hardware using weight repetition
… weight repetition can be harnessed improve DNN inference efficiency in an accelerator/ASIC context. This thesis develops new techniques so that weight repetition leads to an efficiency gain on general-purpose and programmable SIMD-based architectures such as CPUs equipped with vector extensions. …