AIMC Topic:
Computer Simulation

Clear Filters Showing 1851 to 1860 of 3855 articles

Using machine learning of clinical data to diagnose COVID-19: a systematic review and meta-analysis.

BMC medical informatics and decision making Sep 29, 2020
BACKGROUND: The recent Coronavirus Disease 2019 (COVID-19) pandemic has placed severe stress on healthcare systems worldwide, which is amplified by the critical shortage of COVID-19 tests.
Betacoronavirus Pneumonia, Viral COVID-19 Testing Datasets as Topic Machine Learning Clinical Laboratory Techniques Pandemics COVID-19 Diagnosis, Differential Influenza, Human Humans Coronavirus Infections Sensitivity and Specificity Male Computer Simulation Influenza A virus Female SARS-CoV-2
View on PubMed DOI

Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models.

Proceedings of the National Academy of Sciences of the United States of America Sep 28, 2020
Language is crucial for human intelligence, but what exactly is its role? We take language to be a part of a system for understanding and communicating about situations. In humans, these abilities emerge gradually from experience and depend on domain...
Brain Computer Simulation Language Intelligence Comprehension Neural Pathways Humans Neural Networks, Computer Artificial Intelligence
View on PubMed DOI

One model to rule them all in network science?

Proceedings of the National Academy of Sciences of the United States of America Sep 28, 2020
Neural Networks, Computer Computer Simulation
View on PubMed DOI

Characterizing chromatin folding coordinate and landscape with deep learning.

PLoS computational biology Sep 28, 2020
Genome organization is critical for setting up the spatial environment of gene transcription, and substantial progress has been made towards its high-resolution characterization. The underlying molecular mechanism for its establishment is much less u...
Protein Conformation Thermodynamics Genome Chromatin Histone Code Computer Simulation Deep Learning Models, Biological
View on PubMed DOI

Scheduling Sensor Duty Cycling Based on Event Detection Using Bi-Directional Long Short-Term Memory and Reinforcement Learning.

Sensors (Basel, Switzerland) Sep 25, 2020
A smart home provides a facilitated environment for the detection of human activity with appropriate Deep Learning algorithms to manipulate data collected from numerous sensors attached to various smart things in a smart home environment. Human activ...
Humans Neural Networks, Computer Algorithms Computer Simulation Deep Learning Monitoring, Physiologic Human Activities
View on PubMed DOI

ProIn-Fuse: improved and robust prediction of proinflammatory peptides by fusing of multiple feature representations.

Journal of computer-aided molecular design Sep 23, 2020
A proinflammatory peptide (PIP) is a type of signaling molecules that are secreted from immune cells, which contributes to the first line of defense against invading pathogens. Numerous experiments have shown that PIPs play an important role in human...
Machine Learning Algorithms Computer Simulation Humans Computational Biology Peptide Fragments Inflammation Mediators
View on PubMed DOI

Third-order nanocircuit elements for neuromorphic engineering.

Nature Sep 23, 2020
Current hardware approaches to biomimetic or neuromorphic artificial intelligence rely on elaborate transistor circuits to simulate biological functions. However, these can instead be more faithfully emulated by higher-order circuit elements that nat...
Electrodes Biomimetics Logic Computer Simulation Models, Neurological Action Potentials Electrophysiology Engineering Artificial Intelligence
View on PubMed DOI

Biological batch normalisation: How intrinsic plasticity improves learning in deep neural networks.

PloS one Sep 23, 2020
In this work, we present a local intrinsic rule that we developed, dubbed IP, inspired by the Infomax rule. Like Infomax, this rule works by controlling the gain and bias of a neuron to regulate its rate of fire. We discuss the biological plausibilit...
Models, Theoretical Synapses Computer Simulation Neuronal Plasticity Synaptic Transmission Action Potentials Learning Neural Networks, Computer Models, Neurological Models, Statistical Deep Learning Algorithms Neurons
View on PubMed DOI

Viral pandemic preparedness: A pluripotent stem cell-based machine-learning platform for simulating SARS-CoV-2 infection to enable drug discovery and repurposing.

Stem cells translational medicine Sep 22, 2020
Infection with the SARS-CoV-2 virus has rapidly become a global pandemic for which we were not prepared. Several clinical trials using previously approved drugs and drug combinations are urgently under way to improve the current situation. A vaccine ...
Drug Industry Genome, Viral Pluripotent Stem Cells Drug Repositioning Alveolar Epithelial Cells Computer Simulation COVID-19 Drug Treatment SARS-CoV-2 Lung Drug Discovery Humans Disease Outbreaks Machine Learning Genotype Pandemics
View on PubMed DOI

Shape Changing Robots: Bioinspiration, Simulation, and Physical Realization.

Advanced materials (Deerfield Beach, Fla.) Sep 21, 2020
One of the key differentiators between biological and artificial systems is the dynamic plasticity of living tissues, enabling adaptation to different environmental conditions, tasks, or damage by reconfiguring physical structure and behavioral contr...
Robotics Biomimetics Biomimetic Materials Algorithms Computer Simulation Animals
View on PubMed DOI
Popular Topics
Recent Journals