Published December 6, 2021
| Version 1.0
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Machine Learning algorithms for optimized data transmission links
Description
Machine Learning algorithms for optimized data transmission links
Part I: Communicating over the optical fiber with ML:
Long haul communication – Optimizing signalling schemes for performance/robustness
Short reach communication – Combating power fading effects with equalization
Part II: Photonic ML accelerators
Weight training on integrated photonics – Impact of thermal crosstalk; Offline training: chip model accuracy vs. task performance
Notes
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F Da Ros Machine Learning algorithms for optimized data transmission links _2021.pdf
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