publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. ICECS-2024
    Efficient Hardware Architectures for Log-Likelihood Ratio Estimation in Correlated Noise Environments
    Emmanouil Kavvousanos and Vassilis Paliouras
    In 2024 31st IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2024
    DOI

2023

  1. ARITH-2023
    Improving Residue-Level Sparsity in RNS-based Neural Network Hardware Accelerators via Regularization
    E. Kavvousanos, V. Sakellariou, V. Paliouras, and 2 more authors
    In 2023 30th IEEE International Symposium on Computer Arithmetic (ARITH), 2023
    DOI
  2. ICECS-2023
    A Regularization Approach to Maximize Common Sub-Expressions in Neural Network Weights
    E. Kavvousanos, I. Kouretas, V. Paliouras, and 1 more author
    In 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2023
    DOI

2022

  1. MOCAST-2022
    A Low-Latency Syndrome-based Deep Learning Decoder Architecture and its FPGA Implementation
    E. Kavvousanos and V. Paliouras
    In 2022 11th International Conference on Modern Circuits and Systems Technologies (MOCAST), 2022
    DOI

2021

  1. FPL-2021
    Optimizing Deep Learning Decoders for FPGA Implementation
    E. Kavvousanos and V. Paliouras
    In 2021 31st International Conference on Field-Programmable Logic and Applications (FPL), 2021
    DOI

2020

  1. Globecom-2020
    An Iterative Approach to Syndrome-based Deep Learning Decoding
    E. Kavvousanos and V. Paliouras
    In 2020 IEEE Globecom Workshops (GC Wkshps, 2020), 2020
    DOI

2019

  1. NORCAS-2019
    Hardware Implementation Aspects of a Syndrome-based Neural Network Decoder for BCH Codes
    E. Kavvousanos and V. Paliouras
    In 2019 IEEE Nordic Circuits and Systems Conference (NORCAS): NORCHIP and International Symposium of System-on-Chip (SoC), 2019
    DOI

2018

  1. ICECS-2018
    Simplified Deep-Learning-based decoders for linear block codes
    E. Kavvousanos, V. Paliouras, and I. Kouretas
    In 2018 25th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2018
    DOI