AIMC Topic: Computer Simulation

Clear Filters Showing 491 to 500 of 3963 articles

Quantifying the biomimicry gap in biohybrid robot-fish pairs.

Bioinspiration & biomimetics Jun 28, 2024
Biohybrid systems in which robotic lures interact with animals have become compelling tools for probing and identifying the mechanisms underlying collective animal behavior. One key challenge lies in the transfer of social interaction models from sim...
Neural Networks, Computer Computer Simulation Animals Biomimetics Behavior, Animal Social Behavior Models, Biological Fishes Robotics
View on PubMed DOI

A novel two-layer fuzzy neural network for solving inequality-constrained ℓ-minimization problem with applications.

Neural networks : the official journal of the International Neural Network Society Jun 26, 2024
In this paper, we propose a novel two-layer fuzzy neural network model (TLFNN) for solving the inequality-constrained ℓ-minimization problem. The stability and global convergence of the proposed TLFNN model are detailedly analyzed using the Lyapunov ...
Algorithms Humans Neural Networks, Computer Computer Simulation Fuzzy Logic
View on PubMed DOI

A Combination of Machine Learning and PBPK Modeling Approach for Pharmacokinetics Prediction of Small Molecules in Humans.

Pharmaceutical research Jun 25, 2024
PURPOSE: Recently, there has been rapid development in model-informed drug development, which has the potential to reduce animal experiments and accelerate drug discovery. Physiologically based pharmacokinetic (PBPK) and machine learning (ML) models ...
Pharmacokinetics Administration, Intravenous Pharmaceutical Preparations Models, Biological Male Drug Discovery Blood Proteins Area Under Curve Caco-2 Cells Humans Machine Learning Computer Simulation
View on PubMed DOI

Towards biologically plausible model-based reinforcement learning in recurrent spiking networks by dreaming new experiences.

Scientific reports Jun 25, 2024
Humans and animals can learn new skills after practicing for a few hours, while current reinforcement learning algorithms require a large amount of data to achieve good performances. Recent model-based approaches show promising results by reducing th...
Nerve Net Reinforcement, Psychology Learning Animals Computer Simulation Humans Action Potentials Neural Networks, Computer Neurons Models, Neurological Algorithms
View on PubMed DOI

Integrative deep learning with prior assisted feature selection.

Statistics in medicine Jun 23, 2024
Integrative analysis has emerged as a prominent tool in biomedical research, offering a solution to the "small and large " challenge. Leveraging the powerful capabilities of deep learning in extracting complex relationship between genes and disease...
Humans Computer Simulation Melanoma Skin Neoplasms Algorithms Deep Learning
View on PubMed DOI

Driver drowsiness is associated with altered facial thermal patterns: Machine learning insights from a thermal imaging approach.

Physiology & behavior Jun 23, 2024
Driver drowsiness is a significant factor in road accidents. Thermal imaging has emerged as an effective tool for detecting drowsiness by enabling the analysis of facial thermal patterns. However, it is not clear which facial areas are most affected ...
Humans Young Adult Adult Male Computer Simulation Female Machine Learning Sleep Stages Face Body Temperature Thermography Automobile Driving Sleepiness
View on PubMed DOI

Infinite-dimensional reservoir computing.

Neural networks : the official journal of the International Neural Network Society Jun 22, 2024
Reservoir computing approximation and generalization bounds are proved for a new concept class of input/output systems that extends the so-called generalized Barron functionals to a dynamic context. This new class is characterized by the readouts wit...
Machine Learning Algorithms Humans Computer Simulation Neural Networks, Computer
View on PubMed DOI

Virtual Clinical Trials: Implications of Computer Simulations and Artificial Intelligence for Musculoskeletal Research.

The Journal of bone and joint surgery. American volume Jun 20, 2024
In silico clinical trials, particularly when augmented with artificial intelligence methods, represent an innovative approach with much to offer, particularly in the musculoskeletal field. They are a cost-effective, efficient, and ethical means of ev...
Musculoskeletal Diseases Clinical Trials as Topic Humans Artificial Intelligence Computer Simulation Biomedical Research
View on PubMed DOI

Bio-inspired computational memory model of the Hippocampus: An approach to a neuromorphic spike-based Content-Addressable Memory.

Neural networks : the official journal of the International Neural Network Society Jun 20, 2024
The brain has computational capabilities that surpass those of modern systems, being able to solve complex problems efficiently in a simple way. Neuromorphic engineering aims to mimic biology in order to develop new systems capable of incorporating s...
CA3 Region, Hippocampal Neurons Hippocampus Memory Computer Simulation Models, Neurological Action Potentials Learning Animals Humans Neural Networks, Computer
View on PubMed DOI

Towards transferable metamodels for water distribution systems with edge-based graph neural networks.

Water research Jun 20, 2024
Data-driven metamodels reproduce the input-output mapping of physics-based models while significantly reducing simulation times. Such techniques are widely used in the design, control, and optimization of water distribution systems. Recent research h...
Neural Networks, Computer Models, Theoretical Computer Simulation Water Water Supply
View on PubMed DOI
Popular Topics
Recent Journals