Neural Augmented Min-Sum decoders using Model-based ML
In the previous post, we saw how model-based machine learning can help in boosting the performance of Turbo decoders. In... Continue
Turbo Decoding via Model-based ML
The unparalleled success of deep learning in various domains has revolutionized the way we approach problem-solving in areas such as... Continue
Learning-Based Coded Computation Part 2
In the previous post, we provided a background on coded computation and its challenges, described the potential for machine learning... Continue
Learning-Based Coded Computation Part 1
This two-part blog post aims to provide a gentle introduction to recent work showing the efficacy of using machine learning... Continue