AIMC Topic:
Models, Theoretical

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Dicke simulators with emergent collective quantum computational abilities.

Physical review letters Apr 6, 2015
Using an approach inspired from spin glasses, we show that the multimode disordered Dicke model is equivalent to a quantum Hopfield network. We propose variational ground states for the system at zero temperature, which we conjecture to be exact in t...
Quantum Theory Thermodynamics Glass Neural Networks, Computer Models, Theoretical
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Usage of neural network to predict aluminium oxide layer thickness.

TheScientificWorldJournal Apr 2, 2015
This paper shows an influence of chemical composition of used electrolyte, such as amount of sulphuric acid in electrolyte, amount of aluminium cations in electrolyte and amount of oxalic acid in electrolyte, and operating parameters of process of an...
Electrolytes Neural Networks, Computer Aluminum Oxide Models, Theoretical
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Noninvasive reconstruction of cardiac transmembrane potentials using a kernelized extreme learning method.

Physics in medicine and biology Mar 27, 2015
Non-invasively reconstructing the cardiac transmembrane potentials (TMPs) from body surface potentials can act as a regression problem. The support vector regression (SVR) method is often used to solve the regression problem, however the computationa...
Membrane Potentials Software Heart Humans Image Processing, Computer-Assisted Neural Networks, Computer Models, Theoretical Algorithms Computer Simulation Electrocardiography Regression Analysis Models, Cardiovascular
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KeBABS: an R package for kernel-based analysis of biological sequences.

Bioinformatics (Oxford, England) Mar 25, 2015
KeBABS provides a powerful, flexible and easy to use framework for KE: rnel- B: ased A: nalysis of B: iological S: equences in R. It includes efficient implementations of the most important sequence kernels, also including variants that allow for tak...
Support Vector Machine Peptide Fragments HLA-A2 Antigen Computer Simulation Models, Theoretical Sequence Analysis, Protein Humans Software Algorithms Artificial Intelligence
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Distributed artificial intelligence models for knowledge discovery in bioinformatics.

BioMed research international Mar 25, 2015
Artificial Intelligence Models, Theoretical Computational Biology Data Mining
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Application of time dependent probabilistic collision state checkers in highly dynamic environments.

PloS one Mar 23, 2015
When computing the trajectory of an autonomous vehicle, inevitable collision states must be avoided at all costs, so no harm comes to the device or pedestrians around it. In dynamic environments, considering collisions as binary events is risky and i...
Probability Environment Humans Artificial Intelligence Algorithms Robotics Bayes Theorem Accidents, Traffic Time Factors Models, Theoretical
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Epidemics in interconnected small-world networks.

PloS one Mar 23, 2015
Networks can be used to describe the interconnections among individuals, which play an important role in the spread of disease. Although the small-world effect has been found to have a significant impact on epidemics in single networks, the small-wor...
Models, Theoretical Epidemics Humans Neural Networks, Computer Algorithms
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Data Mining and Machine Learning Tools for Combinatorial Material Science of All-Oxide Photovoltaic Cells.

Molecular informatics Mar 20, 2015
Growth in energy demands, coupled with the need for clean energy, are likely to make solar cells an important part of future energy resources. In particular, cells entirely made of metal oxides (MOs) have the potential to provide clean and affordable...
Metals Models, Theoretical Machine Learning Solar Energy Oxides Data Mining
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Machine learning approaches to analysing textual injury surveillance data: a systematic review.

Accident; analysis and prevention Mar 19, 2015
OBJECTIVE: To synthesise recent research on the use of machine learning approaches to mining textual injury surveillance data.
Machine Learning Female Infant, Newborn Humans Data Mining Statistics as Topic Wounds and Injuries Models, Theoretical Population Surveillance Middle Aged Infant Young Adult Child, Preschool Aged Adolescent Adult Child Aged, 80 and over Male
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A time-series model of phase amplitude cross frequency coupling and comparison of spectral characteristics with neural data.

BioMed research international Mar 19, 2015
Stochastic processes that exhibit cross-frequency coupling (CFC) are introduced. The ability of these processes to model observed CFC in neural recordings is investigated by comparison with published spectra. One of the proposed models, based on mult...
Models, Theoretical Neural Networks, Computer Stochastic Processes
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