Neuro-symbolic artificial intelligence: a survey

BP Bhuyan, A Ramdane-Cherif, R Tomar… - Neural Computing and …, 2024 - Springer
The goal of the growing discipline of neuro-symbolic artificial intelligence (AI) is to develop
AI systems with more human-like reasoning capabilities by combining symbolic reasoning …

Mapping graph coloring to quantum annealing

C Silva, A Aguiar, PMV Lima, I Dutra - Quantum Machine Intelligence, 2020 - Springer
Quantum annealing provides a method to solve combinatorial optimization problems in
complex energy landscapes by exploiting thermal fluctuations that exist in a physical system …

On the use of associative memory in Hopfield networks designed to solve propositional satisfiability problems

N Weber, W Koch, O Erdem… - 2023 IEEE Symposium …, 2023 - ieeexplore.ieee.org
Hopfield networks are an attractive choice for solving many types of computational problems
because they provide a biologically plausible mechanism. The Self-Optimization (SO) model …

Genomics and artificial intelligence working together in drug discovery and repositioning: the advent of adaptive pharmacogenomics in glioblastoma and chronic …

GC Pereira - Biotechnology and production of anti-cancer …, 2017 - Springer
The field of pharmacogenomics investigates how genomics may modulate pathological
trends using information on both genotype and phenotype, with the aim of designing …

[PDF][PDF] Q-SATyrus: Mapping Neuro-symbolic Reasoning into an Adiabatic Quantum Computer.

PMV Lima - NeSy, 2017 - ceur-ws.org
Much has been promised about quantum computing accelerators, but few actual commercial
technologies have been made available so far. The D-Wave Computers Series constitutes …

Logical reasoning via satisfiability mapped into energy functions

PMV Lima, MMM Morveli-Espinoza… - … Journal of Pattern …, 2008 - World Scientific
This paper presents the implementation of ARQ-PROP II, a limited-depth propositional
neural reasoner based on the Resolution Principle. The SATyrus platform was used in the …

Applications ported to the EELA e-infrastructure

B Marechal, PHR Bello, D Carvalho… - … Symposium on Cluster …, 2007 - ieeexplore.ieee.org
The EELA Project (E-Infrastructure shared between Europe and Latin America) is a
collaboration between Latin American and European institutions that has developed a …

Logic as Energy: a SAT-based Approach

PMV Lima, MMM Morveli-Espinoza… - Advances in Brain, Vision …, 2007 - Springer
This paper presents the implementation of ARQ-PROP II, a limited-depth propositional
reasoner, via the compilation of its specification into an exact formulation using the sat yrus …

[PDF][PDF] Quantum Machine Intelligence: Mapping AI Applications

CMAP da Silva - 2021 - repositorio-aberto.up.pt
Computer chips are composed by large amounts of transistors that flip between states, on
and off, to build binary digits. These traditional computers based on bits, store all data as 1s …

[PDF][PDF] ReSATyrus: Geraçao Automatizada de Grafos de Compartilhamento

DSF Alves - 2014 - cos.ufrj.br
Propomos neste trabalho uma plataforma para a modelagem de sistemas baseados em
compartilhamento de recursos. Esta plataforma permite descrever sistemas que disputam …