64 citations · 181 across the 9 of their papers we have counts for
5 papers · 1 filter
Robust Quantum Learning through Hamiltonian Reservoir Computing
Youya Xu, Chengyong Yu, Sanjib Ghosh
Quantum learning provides a versatile paradigm for information processing by exploiting the intrinsic representational capacity of high-dimensional Hilbert spaces. Here, we investi…
Superpolynomial Quantum Enhancement in Polaritonic Neuromorphic Computing
Huawen Xu, Tanjung Krisnanda, Wouter Verstraelen +2
Recent proof-of-principle experiments have demonstrated the implementation of neuromorphic computing using exciton-polaritons, making use of coherent classical states [D. Ballarini…
Creating and concentrating quantum resource states in noisy environments using a quantum neural network
Tanjung Krisnanda, Sanjib Ghosh, Tomasz Paterek +1
Quantum information processing tasks require exotic quantum states as a prerequisite. They are usually prepared with many different methods tailored to the specific resource state.…
Reconstructing quantum states with quantum reservoir networks
Sanjib Ghosh, Andrzej Opala, Michał Matuszewski +2
Reconstructing quantum states is an important task for various emerging quantum technologies. The process of reconstructing the density matrix of a quantum state is known as quantu…
Dynamical blockade in a single mode bosonic system
Sanjib Ghosh, Timothy C. H. Liew
We introduce a dynamical blockade phenomenon occurring in a nonlinear bosonic mode induced by a combination of continuous and pulsed excitations. We find that the underlying mechan…