26 citations · 31 across the 5 of their papers we have counts for
5 papers
Scalable Quantum Reservoir Computing over Distributed Quantum Architectures
Ioannis Liliopoulos, Georgios D. Varsamis, Konstantinos Rallis +4
Reservoir computing provides an alternative to recurrent neural networks by overcoming the common problems of backpropagation through time and by training only a simple readout lay…
Interfacing Quantum Computing Systems with High-Performance Computing Systems: An Overview
Konstantinos Rallis, Ioannis Liliopoulos, Georgios D. Varsamis +4
The connection and eventual integration of High-Performance Computing (HPC) with Quantum Computing (QC) represents a transformative advancement in computational technology, promisi…
Hardware-level Interfaces for Hybrid Quantum-Classical Computing Systems
Konstantinos Rallis, Ioannis Liliopoulos, Evangelos Tsipas +5
The technology of Quantum Computing (QC) is continuously evolving, as researchers explore new technologies and the public gains access to quantum computers with an increasing numbe…
Quantum gate algorithm for reference-guided DNA sequence alignment
G. D. Varsamis, I. G. Karafyllidis, K. M. Gilkes +8
Reference-guided DNA sequencing and alignment is an important process in computational molecular biology. The amount of DNA data grows very fast, and many new genomes are waiting t…
Quantum algorithm for de novo DNA sequence assembly based on quantum walks on graphs
G. D. Varsamis, I. G. Karafyllidis, K. M. Gilkes +8
De novo DNA sequence assembly is based on finding paths in overlap graphs, which is a NP-hard problem. We developed a quantum algorithm for de novo assembly based on quantum walks…