AIMC Topic:
Computer Simulation

Clear Filters Showing 1901 to 1910 of 3855 articles

Capsule networks as recurrent models of grouping and segmentation.

PLoS computational biology Jul 21, 2020
Classically, visual processing is described as a cascade of local feedforward computations. Feedforward Convolutional Neural Networks (ffCNNs) have shown how powerful such models can be. However, using visual crowding as a well-controlled challenge, ...
Humans Algorithms Computer Simulation Neural Networks, Computer Models, Biological Vision, Ocular Pattern Recognition, Visual Normal Distribution Image Processing, Computer-Assisted Computational Biology Male Female Reproducibility of Results
View on PubMed DOI

Hyperbolic-Valued Hopfield Neural Networks in Synchronous Mode.

Neural computation Jul 20, 2020
For most multistate Hopfield neural networks, the stability conditions in asynchronous mode are known, whereas those in synchronous mode are not. If they were to converge in synchronous mode, recall would be accelerated by parallel processing. Comple...
Computer Simulation Neurons Neural Networks, Computer Algorithms
View on PubMed DOI

A Mean-Field Description of Bursting Dynamics in Spiking Neural Networks with Short-Term Adaptation.

Neural computation Jul 20, 2020
Bursting plays an important role in neural communication. At the population level, macroscopic bursting has been identified in populations of neurons that do not express intrinsic bursting mechanisms. For the analysis of phase transitions between bur...
Humans Neural Networks, Computer Computer Simulation Nerve Net Synaptic Transmission Action Potentials Neurons
View on PubMed DOI

LogicNet: probabilistic continuous logics in reconstructing gene regulatory networks.

BMC bioinformatics Jul 20, 2020
BACKGROUND: Gene Regulatory Networks (GRNs) have been previously studied by using Boolean/multi-state logics. While the gene expression values are usually scaled into the range [0, 1], these GRN inference methods apply a threshold to discretize the d...
Escherichia coli Fuzzy Logic Genes, Regulator Gene Regulatory Networks Computational Biology Models, Genetic Algorithms Computer Simulation Gene Expression Profiling
View on PubMed DOI

Ontological model of multi-agent Smart-system for predicting drug properties based on modified algorithms of artificial immune systems.

Theoretical biology & medical modelling Jul 20, 2020
BACKGROUND: Currently, due to the huge progress in the field of information technologies and computer equipment, it is important to use modern approaches of artificial intelligence in order to process extensive chemical information at creating new dr...
Algorithms Computer Simulation Pharmaceutical Preparations Artificial Intelligence Immune System
View on PubMed DOI

Exploiting defective RRAM array as synapses of HTM spatial pooler with boost-factor adjustment scheme for defect-tolerant neuromorphic systems.

Scientific reports Jul 16, 2020
A crossbar array architecture employing resistive switching memory (RRAM) as a synaptic element accelerates vector-matrix multiplication in a parallel fashion, enabling energy-efficient pattern recognition. To implement the function of the synapse in...
Humans Neocortex Data Accuracy Algorithms Synapses Neural Networks, Computer Computer Simulation Pattern Recognition, Automated Software Data Management Transistors, Electronic Memory
View on PubMed DOI

Asynchronous dissipative filtering for nonhomogeneous Markov switching neural networks with variable packet dropouts.

Neural networks : the official journal of the International Neural Network Society Jul 15, 2020
This work focuses on the problem of asynchronous filtering for nonhomogeneous Markov switching neural networks with variable packet dropouts (VPDs). The discrete-time nonhomogeneous Markov process is adopted to depict the modes switching of target pl...
Binomial Distribution Probability Computer Simulation Markov Chains Neural Networks, Computer
View on PubMed DOI

Prediction of remaining useful life (RUL) of Komatsu excavator under reliability analysis in the Weibull-frailty model.

PloS one Jul 15, 2020
It is an essential task to estimate the remaining useful life (RUL) of machinery in the mining sector aimed at ensuring the production and the customer's satisfaction. In this study, a conceptual framework was used to determine the RUL under the reli...
Mining Neural Networks, Computer Computer Simulation Models, Theoretical Humans
View on PubMed DOI

An Intelligent Diagnosis Method of Brain MRI Tumor Segmentation Using Deep Convolutional Neural Network and SVM Algorithm.

Computational and mathematical methods in medicine Jul 14, 2020
Among the currently proposed brain segmentation methods, brain tumor segmentation methods based on traditional image processing and machine learning are not ideal enough. Therefore, deep learning-based brain segmentation methods are widely used. In t...
Models, Neurological Image Interpretation, Computer-Assisted Computer Simulation Mathematical Concepts Support Vector Machine Algorithms Neuroimaging Brain Neoplasms Magnetic Resonance Imaging Databases, Factual Humans Computational Biology Deep Learning Neural Networks, Computer Glioma
View on PubMed DOI

Modal-Based Kinematics and Contact Detection of Soft Robots.

Soft robotics Jul 13, 2020
Soft robots offer an alternative approach to manipulate within a constrained space while maintaining a safe interaction with the external environment. Owing to its adaptable compliance characteristic, external contact force can easily deform the robo...
Computer Simulation Algorithms Biomechanical Phenomena Robotics
View on PubMed DOI
Popular Topics
Recent Journals