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cs.CV2018
Spatial Correlation and Value Prediction in Convolutional Neural Networks
Gil Shomron, Uri Weiser
Convolutional neural networks (CNNs) are a widely used form of deep neural networks, introducing state-of-the-art results for different problems such as image classification, compu…
cs.DC2018
A neural network memory prefetcher using semantic locality
Leeor Peled, Uri Weiser, Yoav Etsion
Accurate memory prefetching is paramount for processor performance, and modern processors employ various techniques to identify and prefetch different memory access patterns. While…