AIMC Topic:
Computer Simulation

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Innovative machine learning approach and evaluation campaign for predicting the subjective feeling of work-life balance among employees.

PloS one May 15, 2020
At present, many researchers see hope that artificial intelligence, machine learning in particular, will improve several aspects of the everyday life for individuals, cities and whole nations alike. For example, it has been speculated that the so-cal...
Shift Work Schedule Work-Life Balance Adult Male Adolescent Machine Learning Middle Aged Time Factors Computer Simulation Emotions Female Employment Young Adult Humans Neural Networks, Computer Artificial Intelligence
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Dual-sensor fusion based attitude holding of a fin-actuated robotic fish.

Bioinspiration & biomimetics May 13, 2020
In nature, the lateral line system (LLS) is a critical sensor organ of fish for rheotaxis in complex environments. Inspired by the LLS, numbers of artificial lateral line systems (ALLSs) have been designed to the fish-like robots for flow field perce...
Robotics Equipment Design Fishes Signal-To-Noise Ratio Altitude Biomimetic Materials Animal Fins Neural Networks, Computer Computer Simulation Animals
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A generalized predictive control for remote cardiovascular surgical systems.

ISA transactions May 12, 2020
Robot-assisted cardiovascular surgery is used to avoid surgeon suffering from X-ray radiation and relieve fatigue caused by long-time standing wearing protective clothing. Its remote surgery can alleviate the lack of experienced doctors in remote are...
Feedback Surgeons Robotics Robotic Surgical Procedures Humans Algorithms Computer Simulation Touch Perception Cardiovascular Surgical Procedures
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Sparsity-Penalized Stacked Denoising Autoencoders for Imputing Single-Cell RNA-Seq Data.

Genes May 11, 2020
Single-cell RNA-seq (scRNA-seq) is quite prevalent in studying transcriptomes, but it suffers from excessive zeros, some of which are true, but others are false. False zeros, which can be seen as missing data, obstruct the downstream analysis of sing...
Proteins RNA Datasets as Topic Transcriptome Humans Fetal Blood Deep Learning Computer Simulation Data Compression Single-Cell Analysis Leukocytes, Mononuclear RNA-Seq
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An Application of Random Walk Resampling to Phylogenetic HMM Inference and Learning.

IEEE transactions on nanobioscience May 8, 2020
Statistical resampling methods are widely used for confidence interval placement and as a data perturbation technique for statistical inference and learning. An important assumption of popular resampling methods such as the standard bootstrap is that...
Sequence Alignment Phylogeny Machine Learning Computational Biology Markov Chains Computer Simulation
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Measurement and identification of mental workload during simulated computer tasks with multimodal methods and machine learning.

Ergonomics May 7, 2020
This study attempted to multimodally measure mental workload and validate indicators for estimating mental workload. A simulated computer work composed of mental arithmetic tasks with different levels of difficulty was designed and used in the experi...
Humans Machine Learning Computer Simulation Young Adult Workload Heart Rate Task Performance and Analysis Galvanic Skin Response Male Surveys and Questionnaires Electroencephalography Electromyography
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Physics-informed neural networks for solving nonlinear diffusivity and Biot's equations.

PloS one May 6, 2020
This paper presents the potential of applying physics-informed neural networks for solving nonlinear multiphysics problems, which are essential to many fields such as biomedical engineering, earthquake prediction, and underground energy harvesting. S...
Algorithms Computer Simulation Nonlinear Dynamics Stochastic Processes Neural Networks, Computer
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Toward neuroprosthetic real-time communication from in silico to biological neuronal network via patterned optogenetic stimulation.

Scientific reports May 5, 2020
Restoration of the communication between brain circuitry is a crucial step in the recovery of brain damage induced by traumatic injuries or neurological insults. In this work we present a study of real-time unidirectional communication between a spik...
Neural Networks, Computer Cells, Cultured Brain Computer Simulation Humans Optogenetics Neurotransmitter Agents Synapsins Models, Neurological Light Animals Immunohistochemistry Action Potentials In Vitro Techniques Neurons Cerebral Cortex Equipment Design Video Recording Rats Microscopy, Fluorescence Electrophysiology Electrodes, Implanted
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Dynamic performances of a bird-like flapping wing robot under randomly uncertain disturbances.

PloS one May 5, 2020
The nonlinear dynamics of a bird-like flapping wing robot under randomly uncertain disturbances was studied in this study. The bird-like flapping wing robot was first simplified into a two-rod model with a spring connection. Then, the dynamic model o...
Flight, Animal Wings, Animal Biomimetics Nonlinear Dynamics Uncertainty Computer Simulation Birds Wind Models, Theoretical Animals Robotics Aircraft
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Prediction of miRNA targets by learning from interaction sequences.

PloS one May 5, 2020
MicroRNAs (miRNAs) are involved in a diverse variety of biological processes through regulating the expression of target genes in the post-transcriptional level. So, it is of great importance to discover the targets of miRNAs in biological research. ...
Algorithms Computer Simulation Animals Humans Sequence Analysis, RNA Neural Networks, Computer Models, Genetic MicroRNAs Gene Expression Regulation
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