12 citations · 16 across the 6 of their papers we have counts for
Showing cs.ITShow all
3 papers · 1 filter
cs.IT2025
Action-List Reinforcement Learning Syndrome Decoding for Binary Linear Block Codes
Milad Taghipour, Bane Vasic
This paper explores the application of reinforcement learning techniques to enhance the performance of decoding of linear block codes based on flipping bits and finding optimal dec…
cs.IT2023
Low-Complexity Linear Programming Based Decoding of Quantum LDPC codes
Sana Javed, Francisco Garcia-Herrero, Bane Vasic +1
This paper proposes two approaches for reducing the impact of the error floor phenomenon when decoding quantum low-density parity-check codes with belief propagation based algorith…
cs.IT2023★ 12 cited
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…