no code implementations • 13 May 2024 • Amandeep Singh Bhatia, David E. Bernal Neira
Healthcare industries frequently handle sensitive and proprietary data, and due to strict privacy regulations, they are often reluctant to share data directly.
no code implementations • 21 May 2021 • Pinaki Sen, Amandeep Singh Bhatia, Kamalpreet Singh Bhangu, Ahmed Elbeltagi
The curvature information of variational quantum classifiers (VQC) is interpreted and the loss function's convergence is shown.
no code implementations • 13 Jul 2020 • Amandeep Singh Bhatia, Shenggen Zheng
The main objective of this paper is on using two-way quantum finite automata with classical states to simulate, model and analyze the ribonucleic acid (RNA) sequences.
no code implementations • 27 Jun 2020 • Amandeep Singh Bhatia, Mandeep Kaur Saggi, Shenggen Zheng, Soumya Ranjan Nayak
Motivated by particle swarm optimization (PSO) and quantum computing theory, we have presented a quantum variant of PSO (QPSO) mutated with Cauchy operator and natural selection mechanism (QPSO-CD) from evolutionary computations.
no code implementations • 4 May 2019 • Amandeep Singh Bhatia, Mandeep Kaur Saggi, Ajay Kumar, Sushma Jain
In this paper, we have shown that matrix product state as one-dimensional array of tensors can be used to classify classical and quantum data.