Zobrazeno 1 - 10
of 176
pro vyhledávání: '"Farias, Tiago"'
Quantum computing with qudits, an extension of qubits to multiple levels, is a research field less mature than qubit-based quantum computing. However, qudits can offer some advantages over qubits, by representing information with fewer separated comp
Externí odkaz:
http://arxiv.org/abs/2409.17716
Variational Quantum Algorithms (VQAs) have emerged as pivotal strategies for attaining quantum advantages in diverse scientific and technological domains, notably within Quantum Neural Networks. However, despite their potential, VQAs encounter signif
Externí odkaz:
http://arxiv.org/abs/2405.08190
Publikováno v:
Comp. Phys. Comm. 302, 109234 (2024)
We introduce a novel framework for simulating spin models using differentiable programming, an approach that leverages the advancements in machine learning and computational efficiency. We focus on three distinct spin systems: the Ising model, the Po
Externí odkaz:
http://arxiv.org/abs/2304.01772
Publikováno v:
In Computer Physics Communications September 2024 302
Autor:
Farias, Tiago de Souza, Maziero, Jonas
Publikováno v:
Frontiers in Artificial Intelligence 5, 1025148 (2023)
Reversibility in artificial neural networks allows us to retrieve the input given an output. We present feature alignment, a method for approximating reversibility in arbitrary neural networks. We train a network by minimizing the distance between th
Externí odkaz:
http://arxiv.org/abs/2106.12562
Autor:
Farias, Tiago de Souza, Maziero, Jonas
We report a learning rule for neural networks that computes how much each neuron should contribute to minimize a giving cost function via the estimation of its target value. By theoretical analysis, we show that this learning rule contains backpropag
Externí odkaz:
http://arxiv.org/abs/1810.09284
Autor:
Silva, Paulo Ramiler, Marinho, Victor, Magalhães, Francisco, Farias, Tiago, Gupta, Daya S., Barbosa, André Luiz R., Velasques, Bruna, Ribeiro, Pedro, Cagy, Maurício, Bastos, Victor Hugo, Teixeira, Silmar
Publikováno v:
In Consciousness and Cognition April 2022 100
Autor:
Faria, Marta V., Duarte, Gonçalo O., Varella, Roberto A., Farias, Tiago L., Baptista, Patrícia C.
Publikováno v:
In Transportation Research Part D July 2019 72:148-161
Autor:
Faria, Marta V., Duarte, Gonçalo O., Varella, Roberto A., Farias, Tiago L., Baptista, Patrícia C.
Publikováno v:
In Energy Research & Social Science January 2019 47:113-127
Publikováno v:
In Transportation Research Part D July 2018 62:489-507