Zobrazeno 1 - 10
of 41
pro vyhledávání: '"Araújo, Israel"'
Autor:
de Carvalho, José A., Batista, Carlos A., de Veras, Tiago M. L., Araujo, Israel F., da Silva, Adenilton J.
The initialization of quantum states or Quantum State Preparation (QSP) is a basic subroutine in quantum algorithms. In the worst case, general QSP algorithms are expensive due to the application of multi-controlled gates required to build them. Here
Externí odkaz:
http://arxiv.org/abs/2409.05618
Autor:
Lee, Changwon, Araujo, Israel F., Kim, Dongha, Lee, Junghan, Park, Siheon, Ryu, Ju-Young, Park, Daniel K.
Quantum convolutional neural networks (QCNNs) represent a promising approach in quantum machine learning, paving new directions for both quantum and classical data analysis. This approach is particularly attractive due to the absence of the barren pl
Externí odkaz:
http://arxiv.org/abs/2403.19099
The Helstrom measurement (HM) is known to be the optimal strategy for distinguishing non-orthogonal quantum states with minimum error. Previously, a binary classifier based on classical simulation of the HM has been proposed. It was observed that usi
Externí odkaz:
http://arxiv.org/abs/2403.15308
Publikováno v:
Phys. Rev. A 110, 022411 (2024)
Quantum embedding is a fundamental prerequisite for applying quantum machine learning techniques to classical data, and has substantial impacts on performance outcomes. In this study, we present Neural Quantum Embedding (NQE), a method that efficient
Externí odkaz:
http://arxiv.org/abs/2311.11412
We provide a method for compiling approximate multi-controlled single qubit gates into quantum circuits without ancilla qubits. The total number of elementary gates to decompose an n-qubit multi-controlled gate is proportional to 32n, and the previou
Externí odkaz:
http://arxiv.org/abs/2310.14974
Autor:
Vale, Rafaella, Azevedo, Thiago Melo D., Araújo, Ismael C. S., Araujo, Israel F., da Silva, Adenilton J.
Multi-controlled unitary gates have been a subject of interest in quantum computing since its inception, and are widely used in quantum algorithms. The current state-of-the-art approach to implementing n-qubit multi-controlled gates involves the use
Externí odkaz:
http://arxiv.org/abs/2302.06377
Ubiquitous in quantum computing is the step to encode data into a quantum state. This process is called quantum state preparation, and its complexity for non-structured data is exponential on the number of qubits. Several works address this problem,
Externí odkaz:
http://arxiv.org/abs/2111.03132
Autor:
Araujo, Israel F., Park, Daniel K., Ludermir, Teresa B., Oliveira, Wilson R., Petruccione, Francesco, da Silva, Adenilton J.
The theory of quantum algorithms promises unprecedented benefits of harnessing the laws of quantum mechanics for solving certain computational problems. A persistent obstacle to using such algorithms for solving a wide range of real-world problems is
Externí odkaz:
http://arxiv.org/abs/2108.10182
Publikováno v:
In Neurocomputing 1 April 2024 576
Publikováno v:
In Neurocomputing 1 March 2024 572