Benjamin Hawks

According to our database1, Benjamin Hawks authored at least 7 papers between 2020 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2022
FastML Science Benchmarks: Accelerating Real-Time Scientific Edge Machine Learning.
CoRR, 2022

Open-source FPGA-ML codesign for the MLPerf Tiny Benchmark.
CoRR, 2022

QONNX: Representing Arbitrary-Precision Quantized Neural Networks.
CoRR, 2022

2021
Ps and Qs: Quantization-Aware Pruning for Efficient Low Latency Neural Network Inference.
Frontiers Artif. Intell., 2021

Applications and Techniques for Fast Machine Learning in Science.
CoRR, 2021

hls4ml: An Open-Source Codesign Workflow to Empower Scientific Low-Power Machine Learning Devices.
CoRR, 2021

2020
GPU-Accelerated Machine Learning Inference as a Service for Computing in Neutrino Experiments.
Frontiers Big Data, 2020


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