Effrosyni Doutsi

Orcid: 0000-0001-8601-1103

According to our database1, Effrosyni Doutsi authored at least 22 papers between 2015 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Multitask Classification of Antimicrobial Peptides for Simultaneous Assessment of Antimicrobial Property and Structural Fold.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Unleashing the Power of Artificial Intelligence for Personalised Drug Design.
ERCIM News, 2023

Efficient Protein Structural Class Prediction Via Chaos Game Representation and Recurrent Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Neuro-inspired Image Compression Architectures.
Proceedings of the IEEE International Conference on Imaging Systems and Techniques, 2022

Retina-Inspired Spatio-Temporal Filtering for Dynamic Video Coding.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Secondary Structure Classification of Low-homology Proteins with Graph Neural Networks.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Dynamic Image Quantization Using Leaky Integrate-and-Fire Neurons.
IEEE Trans. Image Process., 2021

Neuronal Communication Process Opens New Directions in Image and Video Compression Systems.
ERCIM News, 2021

Structural classification of proteins based on the computationally efficient recurrence quantification analysis and horizontal visibility graphs.
Bioinform., 2021

Visibility Graph Network of Multidimensional Time Series Data for Protein Structure Classification.
Proceedings of the 29th European Signal Processing Conference, 2021

2020
Efficient Dynamic Analysis of Low-similarity Proteins for Structural Class Prediction.
Proceedings of the 28th European Signal Processing Conference, 2020

Image Compression Based on Neuroscience Models: Rate-Distortion Performance of the Neural Code.
Proceedings of the Data Compression Conference, 2020

An end-to-end spike-based image compression architecture.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Neuro-Inspired Compression of RGB Images.
Proceedings of the 27th European Signal Processing Conference, 2019

Efficiency of the bio-inspired Leaky Integrate-and-Fire neuron for signal coding.
Proceedings of the 27th European Signal Processing Conference, 2019

2018
Retina-Inspired Filter.
IEEE Trans. Image Process., 2018

Neuro-Inspired Quantization.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

A Retina-Inspired Encoder: An Innovative Step on Image Coding Using Leaky Integrate-and-Fire Neurons.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2016
Retina-inspired video codec.
Proceedings of the 2016 Picture Coding Symposium, 2016

2015
Retinal-inspired filtering for dynamic image coding.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Video analysis and synthesis based on a retinal-inspired frame.
Proceedings of the 23rd European Signal Processing Conference, 2015

Event-based coding of still images using a bio-inspired frame.
Proceedings of the International Conference on Event-based Control, 2015


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