2 papers
cs.LG2024
Skip the Benchmark: Generating System-Level High-Level Synthesis Data using Generative Machine Learning
Yuchao Liao, Tosiron Adegbija, Roman Lysecky +1
High-Level Synthesis (HLS) Design Space Exploration (DSE) is a widely accepted approach for efficiently exploring Pareto-optimal and optimal hardware solutions during the HLS proce…
cs.IT2024
Generalization Bounds for Neural Belief Propagation Decoders
Sudarshan Adiga, Xin Xiao, Ravi Tandon +2
Machine learning based approaches are being increasingly used for designing decoders for next generation communication systems. One widely used framework is neural belief propagati…