3 citations · 10 across the 9 of their papers we have counts for
5 papers · 1 filter
Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models
Farina Riaz, Shahab Abdulla, Hajime Suzuki +3
This paper proposes a novel quantum pre-processing filter (QPF) to improve the image classification accuracy of neural network (NN) models. A simple four qubit quantum circuit that…
Introduction to Topological Superconductivity and Majorana Fermions for Quantum Engineers
Sanjay Vishwakarma, Sai Nandan Morapakula, Shalini D +2
In this tutorial paper, we provide an introduction to the briskly expanding research field of Majorana fermions in topological superconductors. We discuss several aspects of topolo…
Efficient VQE Approach for Accurate Simulations on the Kagome Lattice
Jyothikamalesh S, Kaarnika A, Dr. Mohankumar. M +3
The Kagome lattice, a captivating lattice structure composed of interconnected triangles with frustrated magnetic properties, has garnered considerable interest in condensed matter…
Quantum Natural Language Processing based Sentiment Analysis using lambeq Toolkit
Srinjoy Ganguly, Sai Nandan Morapakula, Luis Miguel Pozo Coronado
Sentiment classification is one the best use case of classical natural language processing (NLP) where we can witness its power in various daily life domains such as banking, busin…
Variational Quantum Algorithms for Chemical Simulation and Drug Discovery
Hasan Mustafa, Sai Nandan Morapakula, Prateek Jain +1
Quantum computing has gained a lot of attention recently, and scientists have seen potential applications in this field using quantum computing for Cryptography and Communication t…