AIMC Topic:
Computer Simulation
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Genetic algorithm search for the worst-case MRI RF exposure for a multiconfiguration implantable fixation system modeled using artificial neural networks.
Magnetic resonance in medicine
May 27, 2020
PURPOSE: This paper presents a method to search for the worst-case configuration leading to the highest RF exposure for a multiconfiguration implantable fixation system under MRI.
Bacterial Foraging Optimization Based on Self-Adaptive Chemotaxis Strategy.
Computational intelligence and neuroscience
May 27, 2020
Bacterial foraging optimization (BFO) algorithm is a novel swarm intelligence optimization algorithm that has been adopted in a wide range of applications. However, at present, the classical BFO algorithm still has two major drawbacks: one is the fix...
Simulation of Disturbance Recovery Based on MPC and Whole-Body Dynamics Control of Biped Walking.
Sensors (Basel, Switzerland)
May 24, 2020
Biped robots are similar to human beings and have broad application prospects in the fields of family service, disaster rescue and military affairs. However, simplified models and fixed center of mass (COM) used in previous research ignore the large-...
Chinese Emergency Event Recognition Using Conv-RDBiGRU Model.
Computational intelligence and neuroscience
May 21, 2020
In view of the weak generalization of traditional event recognition methods, the limitation of dependence on field knowledge of expert, the longer train time of deep neural network, and the problem of gradient dispersion, the neural network joint mod...
A Mathematical Analysis of Memory Lifetime in a Simple Network Model of Memory.
Neural computation
May 20, 2020
We study the learning of an external signal by a neural network and the time to forget it when this network is submitted to noise. The presentation of an external stimulus to the recurrent network of binary neurons may change the state of the synapse...
Applications of Machine Learning to In Silico Quantification of Chemicals without Analytical Standards.
Journal of chemical information and modeling
May 20, 2020
Non-targeted analysis provides a comprehensive approach to analyze environmental and biological samples for nearly all chemicals present. One of the main shortcomings of current analytical methods and workflows is that they are unable to provide any ...
Mixed-reality assistive robotic power chair simulator for Parkinson's tremor testing.
Medical engineering & physics
May 19, 2020
This note describes the development of a mixed-reality assistive robotic wheel chair simulator for testing of Parkinson's tremor mitigation and operator assistance. It consists of a power chair (PCh), roller dynamometer, head mounted virtual reality ...
In Silico Prediction of Intestinal Permeability by Hierarchical Support Vector Regression.
International journal of molecular sciences
May 19, 2020
The vast majority of marketed drugs are orally administrated. As such, drug absorption is one of the important drug metabolism and pharmacokinetics parameters that should be assessed in the process of drug discovery and development. A nonlinear quant...
Machine-Learning Prediction of Oral Drug-Induced Liver Injury (DILI) via Multiple Features and Endpoints.
BioMed research international
May 19, 2020
Drug discovery is a costly process which usually takes more than 10 years and billions of dollars for one successful drug to enter the market. Despite all the safety tests, drugs may still cause adverse reactions and be restricted in use or even with...
Predictive regression modeling with MEG/EEG: from source power to signals and cognitive states.
NeuroImage
May 18, 2020
Predicting biomedical outcomes from Magnetoencephalography and Electroencephalography (M/EEG) is central to applications like decoding, brain-computer-interfaces (BCI) or biomarker development and is facilitated by supervised machine learning. Yet, m...
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