AIMC Topic: Computer Simulation
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Achieving bioinspired flapping wing hovering flight solutions on Mars via wing scaling.
Bioinspiration & biomimetics
Jun 26, 2018
Achieving atmospheric flight on Mars is challenging due to the low density of the Martian atmosphere. Aerodynamic forces are proportional to the atmospheric density, which limits the use of conventional aircraft designs on Mars. Here, we show using n...
Distributed zero-sum differential game for multi-agent systems in strict-feedback form with input saturation and output constraint.
Neural networks : the official journal of the International Neural Network Society
Jun 25, 2018
This paper investigates the distributed differential game tracking problem for nonlinear multi-agent systems with output constraint under a fixed directed graph. Each follower can be taken as strict-feedback structure with uncertain nonlinearities an...
A novel integrated action crossing method for drug-drug interaction prediction in non-communicable diseases.
Computer methods and programs in biomedicine
Jun 22, 2018
BACKGROUND AND OBJECTIVE: Drug-drug interaction (DDI) is one of the main causes of toxicity and treatment inefficacy. This work focuses on non-communicable diseases (NCDs), the non-transmissible and long-lasting diseases since they are the leading ca...
Area Under Curve
Noncommunicable Diseases
Drug Interactions
Reproducibility of Results
Support Vector Machine
False Positive Reactions
Algorithms
Humans
Cluster Analysis
Probability
Quantitative Structure-Activity Relationship
Databases, Factual
Neural Networks, Computer
Cytochrome P-450 Enzyme System
Computer Simulation
Machine Learning
Simvastatin
Passivity and stability analysis of neural networks with time-varying delays via extended free-weighting matrices integral inequality.
Neural networks : the official journal of the International Neural Network Society
Jun 21, 2018
This paper is concerned with the problem of passivity for uncertain neural networks with time-varying delays. First, the recently developed integral inequality called generalized free-matrix-based integral inequality is extended to estimate further t...
New conditions for global stability of neutral-type delayed Cohen-Grossberg neural networks.
Neural networks : the official journal of the International Neural Network Society
Jun 21, 2018
This paper carries out a theoretical investigation of the class of neutral-type delayed Cohen-Grossberg neural networks by using the Lyapunov stability theory. By employing a suitable Lyapunov functional candidate, we derive some new delay independen...
Sensory cortex is optimized for prediction of future input.
eLife
Jun 18, 2018
Neurons in sensory cortex are tuned to diverse features in natural scenes. But what determines which features neurons become selective to? Here we explore the idea that neuronal selectivity is optimized to represent features in the recent sensory pas...
A study of generalizability of recurrent neural network-based predictive models for heart failure onset risk using a large and heterogeneous EHR data set.
Journal of biomedical informatics
Jun 15, 2018
Recently, recurrent neural networks (RNNs) have been applied in predicting disease onset risks with Electronic Health Record (EHR) data. While these models demonstrated promising results on relatively small data sets, the generalizability and transfe...
A Dynamic Neural Gradient Model of Two-Item and Intermediate Transposition.
Neural computation
Jun 12, 2018
Transposition is a tendency for organisms to generalize relationships between stimuli in situations where training does not objectively reward relationships over absolute, static associations. Transposition has most commonly been explained as either ...
Cancer Drug Response Profile scan (CDRscan): A Deep Learning Model That Predicts Drug Effectiveness from Cancer Genomic Signature.
Scientific reports
Jun 11, 2018
In the era of precision medicine, cancer therapy can be tailored to an individual patient based on the genomic profile of a tumour. Despite the ever-increasing abundance of cancer genomic data, linking mutation profiles to drug efficacy remains a cha...
Marginal Structural Models with Counterfactual Effect Modifiers.
The international journal of biostatistics
Jun 8, 2018
UNLABELLED: In health and social sciences, research questions often involve systematic assessment of the modification of treatment causal effect by patient characteristics. In longitudinal settings, time-varying or post-intervention effect modifiers ...
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