Pith. sign in

Effects of dissipation in reservoir computing using a spin qubit array

1 Pith paper cite this work. Polarity classification is still indexing.

1 Pith paper citing it
abstract

Reservoir computing (RC) is one of the hottest research topic as an application of many physical devices because the device characteristics can be used directly in computing sequences. Quantum RC is also a promising candidate for application in small-number qubit systems. Here, we propose a quantum RC based on the spin qubit system that reflects the status of the spin qubits in experiments comprising a one-dimensional qubit array. Spin qubits are coupled via the Heisenberg interaction, and data sequences are inputted to one of the spin qubits via pulsed rotations. By introducing dissipation, we obtained a relatively good performance in the quantum RC.

citation-role summary

background 1

citation-polarity summary

fields

quant-ph 1

years

2024 1

verdicts

CONDITIONAL 1

roles

background 1

polarities

unclear 1

representative citing papers

Input-dependence in quantum reservoir computing

quant-ph · 2024-12-11 · conditional · novelty 4.0

Quantum reservoir filters are injective if the state update is input-invertible at reachable states, reducible to a rank condition in affine quantum systems.

citing papers explorer

Showing 1 of 1 citing paper.

  • Input-dependence in quantum reservoir computing quant-ph · 2024-12-11 · conditional · none · ref 76 · internal anchor

    Quantum reservoir filters are injective if the state update is input-invertible at reachable states, reducible to a rank condition in affine quantum systems.