169 citations · 410 across the 7 of their papers we have counts for
9 papers
Gaze Prediction in Virtual Reality Without Eye Tracking Using Visual and Head Motion Cues
Christos Petrou, Harris Partaourides, Athanasios Balomenos +2
Gaze prediction plays a critical role in Virtual Reality (VR) applications by reducing sensor-induced latency and enabling computationally demanding techniques such as foveated ren…
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks
Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis +1
We introduce for the first time the utilization of Long short-term memory (LSTM) neural network architectures for the compensation of fiber nonlinearities in digital coherent syste…
Unsupervised learning of the brain connectivity dynamic using residual D-net
Youngjoo Seo, Manuel Morante, Yannis Kopsinis +1
In this paper, we propose a novel unsupervised learning method to learn the brain dynamics using a deep learning architecture named residual D-net. As it is often the case in medic…
Information Assisted Dictionary Learning for fMRI data analysis
Manuel Morante, Yannis Kopsinis, Sergios Theodoridis +1
In this paper, the task-related fMRI problem is treated in its matrix factorization formulation, focused on the Dictionary Learning (DL) approach. The new method allows the incorpo…
Assisted Dictionary Learning for fMRI Data Analysis
Manuel Morante Moreno, Yannis Kopsinis, Eleftherios Kofidis +2
Extracting information from functional magnetic resonance (fMRI) images has been a major area of research for more than two decades. The goal of this work is to present a new metho…
Sparsity-Aware Learning and Compressed Sensing: An Overview
Sergios Theodoridis, Yannis Kopsinis, Konstantinos Slavakis
This paper is based on a chapter of a new book on Machine Learning, by the first and third author, which is currently under preparation. We provide an overview of the major theoret…