AIMC Topic:
Computer Simulation

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New principle of busbar protection based on a fundamental frequency polarity comparison.

PloS one Mar 21, 2019
To overcome the contradiction between speed and reliability in existing busbar protection schemes, a new busbar protection algorithm based on a polarity comparison of fundamental frequency currents is proposed. The algorithm extracts the fundamental ...
Equipment Failure Analysis Neural Networks, Computer Electric Power Supplies Algorithms Computer Simulation Models, Theoretical
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Inertia location and slow network modes determine disturbance propagation in large-scale power grids.

PloS one Mar 21, 2019
Conventional generators in power grids are steadily substituted with new renewable sources of electric power. The latter are connected to the grid via inverters and as such have little, if any rotational inertia. The resulting reduction of total iner...
Neural Networks, Computer Europe Computer Simulation Electricity Models, Theoretical Electric Power Supplies
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From chemoinformatics to deep learning: an open road to drug discovery.

Future medicinal chemistry Mar 19, 2019
Neural Networks, Computer Deep Learning Databases, Pharmaceutical Computer Simulation Drug Design
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Scalable Digital Neuromorphic Architecture for Large-Scale Biophysically Meaningful Neural Network With Multi-Compartment Neurons.

IEEE transactions on neural networks and learning systems Mar 18, 2019
Multicompartment emulation is an essential step to enhance the biological realism of neuromorphic systems and to further understand the computational power of neurons. In this paper, we present a hardware efficient, scalable, and real-time computing ...
Neurons Algorithms Computers Computer Systems Models, Neurological Computer Simulation Neural Networks, Computer
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Scalable analysis of cell-type composition from single-cell transcriptomics using deep recurrent learning.

Nature methods Mar 18, 2019
Recent advances in large-scale single-cell RNA-seq enable fine-grained characterization of phenotypically distinct cellular states in heterogeneous tissues. We present scScope, a scalable deep-learning-based approach that can accurately and rapidly i...
Software Sequence Analysis, RNA Intestines Inflammation Leukocytes, Mononuclear Mice Principal Component Analysis Computational Biology Gene Expression Profiling Retina Cluster Analysis Algorithms RNA Deep Learning Computer Simulation Brain Mapping Transcriptome Phenotype Single-Cell Analysis Reproducibility of Results Databases, Genetic Animals
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A Fuzzy Comprehensive CS-SVR Model-based health status evaluation of radar.

PloS one Mar 18, 2019
The purpose of Fuzzy Comprehensive CS-SVR Model (FCCS-SVR) is to evaluate and monitor the health status of a radar equipment and then keep its safe operation. Due to reasons such as few samples, slow changes and the nonlinear structure of data of fau...
Radar Computer Simulation Health Status Fuzzy Logic Humans Algorithms
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Exponential H∞ Filtering for Continuous-Time Switched Neural Networks Under Persistent Dwell-Time Switching Regularity.

IEEE transactions on cybernetics Mar 15, 2019
This paper focuses on the exponential H filtering issue for a class of continuous-time switched neural networks (NNs). Our aim is to design a mode-dependent filter acquiring the state of the investigated system, and ensuring the global uniform expone...
Computer Simulation Neural Networks, Computer Time Factors Algorithms
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Effects of Subsystem and Coupling on Synchronization of Multiple Neural Networks With Delays via Impulsive Coupling.

IEEE transactions on neural networks and learning systems Mar 14, 2019
This paper from new perspectives discusses the global synchronization of multiple recurrent neural networks (MNNs) with time delays via impulsive coupling. A new concept (coupling strength) is introduced, it is a variable parameter and plays a key ro...
Algorithms Computer Simulation Neural Networks, Computer
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Hybrid Degradation Equipment Remaining Useful Life Prediction Oriented Parallel Simulation considering Model Soft Switch.

Computational intelligence and neuroscience Mar 12, 2019
Equipment parallel simulation is an emerging simulation technology in recent years, and equipment remaining useful life (RUL) prediction oriented parallel simulation is an important branch of parallel simulation. An important concept in equipment par...
Normal Distribution Uncertainty Orientation, Spatial Computer Simulation Algorithms Humans Probability Neural Networks, Computer
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Reinforcement learning-based control of tumor growth under anti-angiogenic therapy.

Computer methods and programs in biomedicine Mar 8, 2019
BACKGROUND AND OBJECTIVES: In recent decades, cancer has become one of the most fatal and destructive diseases which is threatening humans life. Accordingly, different types of cancer treatment are studied with the main aim to have the best treatment...
Humans Algorithms Computer Simulation Machine Learning Markov Chains Neovascularization, Pathologic Probability Endothelial Cells Immunotherapy Blood Vessels Angiogenesis Inhibitors Neoplasms Models, Statistical Medical Informatics Time Factors
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