26 citations · 52 across the 3 of their papers we have counts for
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cs.DC2018★ 24 cited
Exploration of Low Numeric Precision Deep Learning Inference Using Intel FPGAs
Philip Colangelo, Nasibeh Nasiri, Asit Mishra +3
CNNs have been shown to maintain reasonable classification accuracy when quantized to lower precisions. Quantizing to sub 8-bit activations and weights can result in accuracy falli…
cs.DC2015★ 26 cited
SparkCL: A Unified Programming Framework for Accelerators on Heterogeneous Clusters
Oren Segal, Philip Colangelo, Nasibeh Nasiri +2
We introduce SparkCL, an open source unified programming framework based on Java, OpenCL and the Apache Spark framework. The motivation behind this work is to bring unconventional…