AIMC Topic: Systems Analysis
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Further results on finite-time synchronization of delayed inertial memristive neural networks via a novel analysis method.
Neural networks : the official journal of the International Neural Network Society
Apr 18, 2020
In this paper, we propose a novel analysis method to investigate the finite-time synchronization (FTS) control problem of the drive-response inertial memristive neural networks (IMNNs) with mixed time-varying delays (MTVDs). Firstly, an improved cont...
Real-time computer vision system for tracking simultaneously subject-specific rigid head and non-rigid facial mimic movements using a contactless sensor and system of systems approach.
Computer methods and programs in biomedicine
Feb 19, 2020
BACKGROUND AND OBJECTIVE: Head and facial mimic animations play important roles in various fields such as human-machine interactions, internet communications, multimedia applications, and facial mimic analysis. Numerous studies have been trying to si...
Strengths and Opportunities of Network Medicine in Cardiovascular Diseases.
Circulation journal : official journal of the Japanese Circulation Society
Dec 21, 2019
Network medicine can advance current medical practice by arising as response to the limitations of a reductionist approach focusing on cardiovascular (CV) diseases as a direct consequence of a single defect. This molecular-bioinformatic approach inte...
Radical systems thinking and the future role of computational modelling in ergonomics: an exploration of agent-based modelling.
Ergonomics
Dec 2, 2019
We are teetering on the precipice of the imminent Fourth Industrial Revolution. In this new age, systems are set to become more densely intraconnected and interconnected, and massive sociotechnical systems exhibiting unprecedented levels of complexit...
Can We Improve Prediction of Adverse Surgical Outcomes? Development of a Surgical Complexity Score Using a Novel Machine Learning Technique.
Journal of the American College of Surgeons
Oct 28, 2019
BACKGROUND: An optimal method to quantify surgical complexity using patient comorbidities derived from administrative billing data is lacking. We sought to develop a novel, easy-to-use surgical Complexity Score to accurately predict adverse outcomes ...
A complementary learning systems approach to temporal difference learning.
Neural networks : the official journal of the International Neural Network Society
Oct 26, 2019
Complementary Learning Systems (CLS) theory suggests that the brain uses a 'neocortical' and a 'hippocampal' learning system to achieve complex behaviour. These two systems are complementary in that the 'neocortical' system relies on slow learning of...
Algoman: Gearing up for the "Net Generation" and Era of Artificial Intelligence, One Step at a Time.
Indian journal of pediatrics
Oct 16, 2019
AI- modelling of molecular identification and feminization of wolbachia infected Aedes aegypti.
Progress in biophysics and molecular biology
Jul 11, 2019
BACKGROUND: The genetic control strategies of vector borne diseases includes the replacement of a vector population by "disease-refractory" mosquitoes and the release of mosquitoes with a gene to control the vector's reproduction rates. Wolbachia are...
Evaluating sociotechnical dynamics in a simulated remotely-piloted aircraft system: a layered dynamics approach.
Ergonomics
Feb 4, 2019
As coordination mechanisms change and technology failures occur, a sociotechnical system must reorganise itself across human and technological layers to maintain effectiveness. We present a study examining reorganisation across communication, control...
WEADE: A workflow for enrichment analysis and data exploration.
PloS one
Sep 28, 2018
Data analysis based on enrichment of Gene Ontology terms has become an important step in exploring large gene or protein expression datasets and several stand-alone or web tools exist for that purpose. However, a comprehensive and consistent analysis...
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