2 citations · 2 across the 1 of their papers we have counts for
2 papers
cs.LG2020★ 2 cited
Design of Capacity-Approaching Low-Density Parity-Check Codes using Recurrent Neural Networks
Eleni Nisioti, Nikolaos Thomos
In this paper, we model Density Evolution (DE) using Recurrent Neural Networks (RNNs) with the aim of designing capacity-approaching Irregular Low-Density Parity-Check (LDPC) codes…
cs.IT2018
Fast reinforcement learning for decentralized MAC optimization
Eleni Nisioti, Nikolaos Thomos
In this paper, we propose a novel decentralized framework for optimizing the transmission strategy of Irregular Repetition Slotted ALOHA (IRSA) protocol in sensor networks. We cons…