Quantum Phase Recognition using Quantum Tensor Networks

no code implementations • 12 Dec 2022 • Shweta Sahoo, Utkarsh Azad, Harjinder Singh

Machine learning (ML) has recently facilitated many advances in solving problems related to many-body physical systems.

Image Classification Quantum Machine Learning +1

Qubit Routing using Graph Neural Network aided Monte Carlo Tree Search

1 code implementation • 1 Apr 2021 • Animesh Sinha, Utkarsh Azad, Harjinder Singh

Near-term quantum hardware can support two-qubit operations only on the qubits that can interact with each other.

A minimal model for synaptic integration in simple neurons

1 code implementation • 10 Dec 2020 • Adrian Joseph Alva, Harjinder Singh

Synaptic integration is a prominent aspect of neuronal information processing.