Emmanouil Kavvousanos

According to our database, Emmanouil Kavvousanos authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

A Regularization Approach to Maximize Common Sub-Expressions in Neural Network Weights.

Emmanouil Kavvousanos, Ioannis Kouretas, Vassilis Paliouras, Thanos Stouraitis

Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023

Improving Residue-Level Sparsity in RNS-based Neural Network Hardware Accelerators via Regularization.

Emmanouil Kavvousanos, Vasilis Sakellariou, Ioannis Kouretas, Vassilis Paliouras, Thanos Stouraitis

Proceedings of the 30th IEEE Symposium on Computer Arithmetic, 2023

2022

A Low-Latency Syndrome-based Deep Learning Decoder Architecture and its FPGA Implementation.

Emmanouil Kavvousanos, Vassilis Paliouras

Proceedings of the 11th International Conference on Modern Circuits and Systems Technologies, 2022

2021

Optimizing Deep Learning Decoders for FPGA Implementation.

Emmanouil Kavvousanos, Vassilis Paliouras

Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

2020

An Iterative Approach to Syndrome-based Deep Learning Decoding.

Emmanouil Kavvousanos, Vassilis Paliouras

Proceedings of the IEEE Globecom Workshops, 2020

2019

Hardware Implementation Aspects of a Syndrome-based Neural Network Decoder for BCH Codes.

Emmanouil Kavvousanos, Vassilis Paliouras

Proceedings of the 2019 IEEE Nordic Circuits and Systems Conference, 2019

2018

Simplified Deep-Learning-based decoders for linear block codes.

Emmanouil Kavvousanos, Vassilis Paliouras, Ioannis Kouretas

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018