AIMC Topic:
Computer Simulation

Clear Filters Showing 2011 to 2020 of 3855 articles

Pre-Synaptic Pool Modification (PSPM): A supervised learning procedure for recurrent spiking neural networks.

PloS one Feb 24, 2020
Learning synaptic weights of spiking neural network (SNN) models that can reproduce target spike trains from provided neural firing data is a central problem in computational neuroscience and spike-based computing. The discovery of the optimal weight...
Presynaptic Terminals Models, Neurological Supervised Machine Learning Action Potentials Computer Simulation Animals Connectome Nerve Net
View on PubMed DOI

Using isotopic envelopes and neural decision tree-based in silico fractionation for biomolecule classification.

Analytica chimica acta Feb 20, 2020
Untargeted mass spectrometry (MS) workflows are more suitable than targeted workflows for high throughput characterization of complex biological samples. However, analysis workflows for untargeted methods are inadequate for characterization of comple...
Mass Spectrometry Lipids Decision Trees Computer Simulation Peptides Neural Networks, Computer
View on PubMed DOI

Numerosity discrimination in deep neural networks: Initial competence, developmental refinement and experience statistics.

Developmental science Feb 18, 2020
Both humans and non-human animals exhibit sensitivity to the approximate number of items in a visual array, as indexed by their performance in numerosity discrimination tasks, and even neonates can detect changes in numerosity. These findings are oft...
Deep Learning Child Cognition Animals Male Humans Biological Evolution Visual Perception Numerical Analysis, Computer-Assisted Neural Networks, Computer Computer Simulation Judgment Algorithms Environment Female Personality Inventory
View on PubMed DOI

Adaptive tracking control of an unmanned aerial system based on a dynamic neural-fuzzy disturbance estimator.

ISA transactions Feb 17, 2020
The main goal of this study is developing an adaptive controller which can solve the trajectory tracking for a class of quadcopter unmanned aerial system (UAS), namely a quadrotor. The control design introduces a new paradigm for adaptive controllers...
Neural Networks, Computer Algorithms Fuzzy Logic Robotics Computer Simulation Radio Aircraft Nonlinear Dynamics
View on PubMed DOI

Reachable set bounding for neural networks with mixed delays: Reciprocally convex approach.

Neural networks : the official journal of the International Neural Network Society Feb 15, 2020
This paper discusses the reachable set estimation problem of neural networks with mixed delays. Firstly, by means of the maximal Lyapunov-Krasovskii functional, we obtain a non-ellipsoid form of the reachable set. Further more, when calculating the d...
Uncertainty Computer Simulation Time Factors Humans Neural Networks, Computer
View on PubMed DOI

Multiperspective Light Field Reconstruction Method via Transfer Reinforcement Learning.

Computational intelligence and neuroscience Feb 14, 2020
Compared with traditional imaging, the light field contains more comprehensive image information and higher image quality. However, the available data for light field reconstruction are limited, and the repeated calculation of data seriously affects ...
Computer Simulation Light Machine Learning
View on PubMed DOI

Coding with transient trajectories in recurrent neural networks.

PLoS computational biology Feb 13, 2020
Following a stimulus, the neural response typically strongly varies in time and across neurons before settling to a steady-state. While classical population coding theory disregards the temporal dimension, recent works have argued that trajectories o...
Normal Distribution Synapses Linear Models Software Computer Simulation Models, Neurological Humans Neurons Computational Biology Neural Networks, Computer
View on PubMed DOI

Dynamic Modeling and Simulation of a Body Weight Support System.

Journal of healthcare engineering Feb 12, 2020
This paper proposes a body weight support (BWS) system with a series elastic actuator (SEA) to facilitate walking assistance and motor relearning during gait rehabilitation. This system comprises the following: a mobile platform that ensures movement...
Body Weight Computer Simulation Humans Robotics Mechanical Phenomena Orthotic Devices Walking Algorithms
View on PubMed DOI

A Machine Learning Approach for Drug-target Interaction Prediction using Wrapper Feature Selection and Class Balancing.

Molecular informatics Feb 11, 2020
Drug-Target interaction (DTI) plays a crucial role in drug discovery, drug repositioning and understanding the drug side effects which helps to identify new therapeutic profiles for various diseases. However, the exponential growth in the genomic and...
Machine Learning Algorithms Databases, Protein Receptors, G-Protein-Coupled Pharmaceutical Preparations Drug Discovery Drug Development Computer Simulation Receptors, Cytoplasmic and Nuclear Amino Acid Sequence Enzymes Databases, Chemical Ion Channels
View on PubMed DOI

Machine Learning for Cancer Drug Combination.

Clinical pharmacology and therapeutics Feb 11, 2020
When treating multiple complex diseases, such as cancer, polytherapy may demonstrate efficiency than monotherapy. However, due to the multiplicative relationship between the number of drugs and cell lines vs. the number of combinations, it is impract...
Computer Simulation Antineoplastic Combined Chemotherapy Protocols Forecasting Drug Development Humans Machine Learning
View on PubMed DOI
Popular Topics
Recent Journals