Building Real Time Edge Machine Learning Systems for High Data Rate Acquisition

Author:

Rahimifar M. M.1,Wingering Q.1,Gouin-Ferland B.1,Coffee R.2,Therrien A. Corbeil1

Affiliation:

1. Université de Sherbrooke,Interdisciplinary Institute for Technological Innovation - 3IT,Sherbrooke,Québec,Canada

2. Stanford University,SLAC National Accelerator Laboratory,Menlo Park,California,United States of America

Publisher

IEEE

Reference5 articles.

1. Attosecond time–energy structure of X-ray free-electron laser pulses

2. Potential of edge machine learning for instrumentation

3. A survey of machine learning to fpga tool-flows for instrumentation;Rahimifar

4. Combining optimized quantization and machine learning for real-time data reduction at the edge;Gouin-Ferland

5. Fast convolutional neural networks on FPGAs with hls4ml

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