AIMC Topic: Computer Simulation

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Generalized M-sparse algorithms for constructing fault tolerant RBF networks.

Neural networks : the official journal of the International Neural Network Society Aug 14, 2024
In the construction process of radial basis function (RBF) networks, two common crucial issues arise: the selection of RBF centers and the effective utilization of the given source without encountering the overfitting problem. Another important issue...
Computer Simulation Neural Networks, Computer Algorithms
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Machine learning-driven QSAR models for predicting the cytotoxicity of five common microplastics.

Toxicology Aug 11, 2024
In the field of microplastics (MPs) toxicity prediction, machine learning (ML) computer simulation techniques are showing great potential. In this study, six ML algorithms were utilized to predict the toxicity of MPs on BEAS-2B cells based on quantit...
Quantitative Structure-Activity Relationship Particle Size Microplastics Algorithms Computer Simulation Cell Line Humans Water Pollutants, Chemical Cell Survival Machine Learning
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An Online Nanoinformatics Platform Empowering Computational Modeling of Nanomaterials by Nanostructure Annotations and Machine Learning Toolkits.

Nano letters Aug 9, 2024
Modern nanotechnology has generated numerous datasets from and studies on nanomaterials, with some available on nanoinformatics portals. However, these existing databases lack the digital data and tools suitable for machine learning studies. Here, ...
Computer Simulation Nanostructures Nanotechnology Machine Learning Software Humans
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Joint computation offloading and resource allocation for end-edge collaboration in internet of vehicles via multi-agent reinforcement learning.

Neural networks : the official journal of the International Neural Network Society Aug 8, 2024
Vehicular edge computing (VEC), a promising paradigm for the development of emerging intelligent transportation systems, can provide lower service latency for vehicular applications. However, it is still a challenge to fulfill the requirements of suc...
Algorithms Transportation Neural Networks, Computer Internet Computer Simulation Deep Learning Resource Allocation Reinforcement, Psychology
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Neural operators for robust output regulation of hyperbolic PDEs.

Neural networks : the official journal of the International Neural Network Society Aug 8, 2024
The recently introduced neural operator (NO) has been employed as a gain approximator in the backstepping stabilization control of first-order hyperbolic and parabolic partial differential equation (PDE) systems. Due to the global approximation abili...
Algorithms Computer Simulation Uncertainty Feedback Neural Networks, Computer
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BrainSegFounder: Towards 3D foundation models for neuroimage segmentation.

Medical image analysis Aug 8, 2024
The burgeoning field of brain health research increasingly leverages artificial intelligence (AI) to analyze and interpret neuroimaging data. Medical foundation models have shown promise of superior performance with better sample efficiency. This wor...
Neuroimaging UK Biobank Humans Healthy Volunteers Brain Neoplasms Magnetic Resonance Imaging Image Interpretation, Computer-Assisted Imaging, Three-Dimensional Brain Deep Learning Multimodal Imaging Computer Simulation
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Identification of Active Molecules against Thrombocytopenia through Machine Learning.

Journal of chemical information and modeling Aug 7, 2024
Thrombocytopenia, which is associated with thrombopoietin (TPO) deficiency, presents very limited treatment options and can lead to life-threatening complications. Discovering new therapeutic agents against thrombocytopenia has proven to be a challen...
Megakaryocytes Algorithms Humans Blood Platelets Drug Discovery Computer Simulation Thrombocytopenia Machine Learning
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Visually guided swarm motion coordination via insect-inspired small target motion reactions.

Bioinspiration & biomimetics Aug 6, 2024
Despite progress developing experimentally-consistent models of insect in-flight sensing and feedback for individual agents, a lack of systematic understanding of the multi-agent and group performance of the resulting bio-inspired sensing and feedbac...
Animals Robotics Models, Biological Computer Simulation Biomimetics Neurons Insecta Motion Flight, Animal
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Optimal STI controls for HIV patients based on an efficient deep Q learning method.

Journal of theoretical biology Aug 5, 2024
We investigate an efficient computational tool to suggest useful treatment regimens for people infected with the human immunodeficiency virus (HIV). Structured treatment interruption (STI) is a regimen in which therapeutic drugs are periodically admi...
Computer Simulation Deep Learning HIV Infections Humans Algorithms Anti-HIV Agents Drug Administration Schedule
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Real-time hardware emulation of neural cultures: A comparative study of in vitro, in silico and in duris silico models.

Neural networks : the official journal of the International Neural Network Society Aug 5, 2024
Biological neural networks are well known for their capacity to process information with extremely low power consumption. Fields such as Artificial Intelligence, with high computational costs, are seeking for alternatives inspired in biological syste...
Humans Neural Networks, Computer Computer Simulation Animals Cells, Cultured Neurons Models, Neurological Action Potentials
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