110 citations · 148 across the 4 of their papers we have counts for
5 papers
Decomposition of Multi-controlled Special Unitary Single-Qubit Gates
Rafaella Vale, Thiago Melo D. Azevedo, Ismael C. S. Araújo +2
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 app…
Low-rank quantum state preparation
Israel F. Araujo, Carsten Blank, Ismael C. S. Araújo +1
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 exp…
Quantum ensemble of trained classifiers
Ismael C. S. Araujo, Adenilton J. da Silva
Through superposition, a quantum computer is capable of representing an exponentially large set of states, according to the number of qubits available. Quantum machine learning is…
Validation of the rapid detection approach for enhancing the electronic nose systems performance, using different deep learning models and support vector machines
Juan C. Rodriguez Gamboa, Adenilton J. da Silva, Ismael C. S. Araujo +2
Real-time gas classification is an essential issue and challenge in applications such as food and beverage quality control, accident prevention in industrial environments, for inst…
Quantum enhanced cross-validation for near-optimal neural networks architecture selection
Priscila G. M. dos Santos, Rodrigo S. Sousa, Ismael C. S. Araujo +1
This paper proposes a quantum-classical algorithm to evaluate and select classical artificial neural networks architectures. The proposed algorithm is based on a probabilistic quan…