6 citations · 23 across the 13 of their papers we have counts for
13 papers
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…
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples
Farina Riaz, Shahab Abdulla, Hajime Suzuki +3
Over the past few years, there has been significant interest in Quantum Machine Learning (QML) among researchers, as it has the potential to transform the field of machine learning…
Quantum Circuit Optimization of Arithmetic circuits using ZX Calculus
Aravind Joshi, Akshara Kairali, Renju Raju +4
Quantum computing is an emerging technology in which quantum mechanical properties are suitably utilized to perform certain compute-intensive operations faster than classical compu…
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…
A Universal Quantum Technology Education Program
Sanjay Vishwakarma, Shalini D, Srinjoy Ganguly +1
Quantum technology is an emerging cutting-edge field which offers a new paradigm for computation and research in the field of physics, mathematics and other scientific disciplines.…
Optimal partition of feature using Bayesian classifier
Sanjay Vishwakarma, Srinjoy Ganguly
The Naive Bayesian classifier is a popular classification method employing the Bayesian paradigm. The concept of having conditional dependence among input variables sounds good in…
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…
A Trust Based Congestion Aware Hybrid Ant Colony Optimization Algorithm for Energy Efficient Routing in Wireless Sensor Networks (TC-ACO)
Arpita Chakraborty, Srinjoy Ganguly, Mrinal Kanti Naskar +1
Congestion is a problem of paramount importance in resource constrained Wireless Sensor Networks, especially for large networks, where the traffic loads exceed the available capaci…
Clustering using Vector Membership: An Extension of the Fuzzy C-Means Algorithm
Srinjoy Ganguly, Digbalay Bose, Amit Konar
Clustering is an important facet of explorative data mining and finds extensive use in several fields. In this paper, we propose an extension of the classical Fuzzy C-Means cluster…
A Trust-based Framework for Congestion-aware Energy Efficient Routing in Wireless Multimedia Sensor Networks
Srinjoy Ganguly, Arpita Chakraborty, Mrinal Kanti Naskar
A new era in wireless sensor network technology has been ushered in through the introduction of multimedia sensor networks, which has a major bottleneck in the form of network cong…
A Trust Based Fuzzy Algorithm for Congestion Control in Wireless Multimedia Sensor Networks (TFCC)
Arpita Chakraborty, Srinjoy Ganguly, Mrinal Kanti Naskar +1
Network congestion has become a critical issue for resource constrained Wireless Sensor Networks (WSNs), especially for Wireless Multimedia Sensor Networks (WMSNs)where large volum…