research
∙
01/12/2023
On the explainability of quantum neural networks based on variational quantum circuits
Ridge functions are used to describe and study the lower bound of the ap...
share
research
∙
06/19/2022
Quantum implementation of circulant matrices and its use in quantum string processing
Strings problems in general can be solved faster by using special data s...
research
∙
05/02/2022
A walk through of time series analysis on quantum computers
Because of the rotational components on quantum circuits, some quantum n...
research
∙
04/20/2018
A Simple Quantum Neural Net with a Periodic Activation Function
In this paper, we propose a simple neural net that requires only O(nlog_...
research
∙
01/29/2018
A Generalized Circuit for the Hamiltonian Dynamics Through the Truncated Series
In this paper, we present a fixed-quantum circuit design for the simulat...
research
∙
07/27/2017
A Quantum Approach to Subset-Sum and Similar Problems
In this paper, we study the subset-sum problem by using a quantum heuris...
research
∙
03/10/2017
Direct Application of the Phase Estimation Algorithm to Find the Eigenvalues of the Hamiltonians
The eigenvalue of a Hamiltonian, H, can be estimated through the phase e...
research
∙
09/19/2016