AIMC Topic: Computer Simulation

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Identification of small molecules using accurate mass MS/MS search.

Mass spectrometry reviews Apr 24, 2017
Tandem mass spectral library search (MS/MS) is the fastest way to correctly annotate MS/MS spectra from screening small molecules in fields such as environmental analysis, drug screening, lipid analysis, and metabolomics. The confidence in MS/MS-base...
Computer Simulation Models, Chemical Machine Learning Software Information Dissemination Databases, Chemical Tandem Mass Spectrometry Quantum Theory Humans Small Molecule Libraries
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Passivity analysis of neural networks with two different Markovian jumping parameters and mixed time delays.

ISA transactions Apr 20, 2017
This paper studies the problem of passivity analysis for neural networks with two different Markovian jumping parameters and mixed time delays utilizing some integral inequalities. The integral inequalities produce sharper bounds than what the Jensen...
Computer Simulation Markov Chains Neural Networks, Computer Stochastic Processes Algorithms
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Bearing-based localization for leader-follower formation control.

PloS one Apr 20, 2017
The observability of the leader robot system and the leader-follower formation control are studied. First, the nonlinear observability is studied for when the leader robot observes landmarks. Second, the system is shown to be completely observable wh...
Robotics Computer Simulation
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Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement Learning.

IEEE transactions on neural networks and learning systems Apr 17, 2017
The reinforcement learning (RL) paradigm allows agents to solve tasks through trial-and-error learning. To be capable of efficient, long-term learning, RL agents should be able to apply knowledge gained in the past to new tasks they may encounter in ...
Algorithms Computer Simulation Predictive Value of Tests Knowledge Humans Neural Networks, Computer Transfer, Psychology Reinforcement, Psychology Spatial Navigation
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Synchronization of Reaction-Diffusion Neural Networks With Dirichlet Boundary Conditions and Infinite Delays.

IEEE transactions on cybernetics Apr 17, 2017
This paper is concerned with synchronization for a class of reaction-diffusion neural networks with Dirichlet boundary conditions and infinite discrete time-varying delays. By utilizing theories of partial differential equations, Green's formula, ine...
Time Factors Signal Processing, Computer-Assisted Neural Networks, Computer Computer Simulation Systems Analysis
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A Human-Robot Co-Manipulation Approach Based on Human Sensorimotor Information.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Apr 17, 2017
This paper aims to improve the interaction and coordination between the human and the robot in cooperative execution of complex, powerful, and dynamic tasks. We propose a novel approach that integrates online information about the human motor functio...
Movement Man-Machine Systems Feedback, Sensory Stress, Mechanical Task Performance and Analysis Arm Machine Learning Computer Simulation Robotics Models, Biological Humans
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Finite-Time Synchronization of Coupled Hierarchical Hybrid Neural Networks With Time-Varying Delays.

IEEE transactions on cybernetics Apr 13, 2017
This paper is concerned with the finite-time synchronization problem of coupled hierarchical hybrid delayed neural networks. This coupled hierarchical hybrid neural networks consist of a higher level switching and a lower level Markovian jumping. The...
Neural Networks, Computer Signal Processing, Computer-Assisted Cybernetics Computer Simulation Time Factors
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Continuous uniformly finite time exact disturbance observer based control for fixed-time stabilization of nonlinear systems with mismatched disturbances.

PloS one Apr 13, 2017
This paper presents a continuous composite control scheme to achieve fixed-time stabilization for nonlinear systems with mismatched disturbances. The composite controller is constructed in two steps: First, uniformly finite time exact disturbance obs...
Computer Simulation Neural Networks, Computer Nonlinear Dynamics Feedback Finite Element Analysis
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HSTLBO: A hybrid algorithm based on Harmony Search and Teaching-Learning-Based Optimization for complex high-dimensional optimization problems.

PloS one Apr 12, 2017
Harmony Search (HS) and Teaching-Learning-Based Optimization (TLBO) as new swarm intelligent optimization algorithms have received much attention in recent years. Both of them have shown outstanding performance for solving NP-Hard optimization proble...
Computer Simulation Problem Solving Artificial Intelligence
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Neuronal State Estimation for Neural Networks With Two Additive Time-Varying Delay Components.

IEEE transactions on cybernetics Apr 11, 2017
This paper is concerned with the state estimation for neural networks with two additive time-varying delay components. Three cases of these two time-varying delays are fully considered: 1) both delays are differentiable uniformly bounded with delay-d...
Cybernetics Neural Networks, Computer Computer Simulation Time Factors
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