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10/12/2020
MicroRec: Efficient Recommendation Inference by Hardware and Data Structure Solutions
Deep neural networks are widely used in personalized recommendation syst...
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05/24/2020
HyperLogLog Sketch Acceleration on FPGA
Data sketches are a set of widely used approximated data summarizing tec...
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04/23/2020
Using DSP Slices as Content-Addressable Update Queues
Content-Addressable Memory (CAM) is a powerful abstraction for building ...
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01/02/2019
Optimizing Bit-Serial Matrix Multiplication for Reconfigurable Computing
Matrix-matrix multiplication is a key computational kernel for numerous ...
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06/21/2018
Generic and Universal Parallel Matrix Summation with a Flexible Compression Goal for Xilinx FPGAs
Bit matrix compression is a highly relevant operation in computer arithm...
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06/21/2018
Inference of Quantized Neural Networks on Heterogeneous All-Programmable Devices
Neural networks have established as a generic and powerful means to appr...
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01/06/2018