AIMC Topic: Computer Simulation

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Novel plasticity rule can explain the development of sensorimotor intelligence.

Proceedings of the National Academy of Sciences of the United States of America Oct 26, 2015
Grounding autonomous behavior in the nervous system is a fundamental challenge for neuroscience. In particular, self-organized behavioral development provides more questions than answers. Are there special functional units for curiosity, motivation, ...
Computer Simulation Neuronal Plasticity Models, Neurological Robotics Humans Motivation Exploratory Behavior Behavior Nervous System Physiological Phenomena Creativity
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Physical constraints, fundamental limits, and optimal locus of operating points for an inverted pendulum based actuated dynamic walker.

Bioinspiration & biomimetics Oct 26, 2015
The inverted pendulum is a popular model for describing bipedal dynamic walking. The operating point of the walker can be specified by the combination of initial mid-stance velocity (v0) and step angle (φm) chosen for a given walk. In this paper, usi...
Walking Humans Gait Energy Transfer Computer Simulation Models, Biological Robotics Biomimetics Leg
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Feed-Forward Neural Network Soft-Sensor Modeling of Flotation Process Based on Particle Swarm Optimization and Gravitational Search Algorithm.

Computational intelligence and neuroscience Oct 25, 2015
For predicting the key technology indicators (concentrate grade and tailings recovery rate) of flotation process, a feed-forward neural network (FNN) based soft-sensor model optimized by the hybrid algorithm combining particle swarm optimization (PSO...
Pattern Recognition, Automated Computer Simulation Search Engine Humans Predictive Value of Tests Neural Networks, Computer Algorithms Surface-Active Agents
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How cockroaches exploit tactile boundaries to find new shelters.

Bioinspiration & biomimetics Oct 23, 2015
Animals such as cockroaches depend on exploration of unknown environments, and their strategies may inspire robotic approaches. We have previously shown that cockroach behavior, with respect to shelters and the walls of an otherwise empty arena, can ...
Exploratory Behavior Touch Spatial Behavior Cockroaches Biomimetics Housing, Animal Behavior, Animal Computer Simulation Animals Robotics Models, Biological
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Modelling real disease dynamics with behaviourally adaptive complex networks: Comment on "Coupled disease-behavior dynamics on complex networks: A review" by Z. Wang et al.

Physics of life reviews Oct 22, 2015
Neural Networks, Computer Algorithms Computer Simulation Humans Disease Models, Theoretical Models, Biological Nonlinear Dynamics
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Constructing general partial differential equations using polynomial and neural networks.

Neural networks : the official journal of the International Neural Network Society Oct 20, 2015
Sum fraction terms can approximate multi-variable functions on the basis of discrete observations, replacing a partial differential equation definition with polynomial elementary data relation descriptions. Artificial neural networks commonly transfo...
Nonlinear Dynamics Mathematics Computer Simulation Data Interpretation, Statistical Weather Machine Learning Neural Networks, Computer Algorithms
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Graph-guided joint prediction of class label and clinical scores for the Alzheimer's disease.

Brain structure & function Oct 17, 2015
Accurate diagnosis of Alzheimer's disease and its prodromal stage, i.e., mild cognitive impairment, is very important for early treatment. Over the last decade, various machine learning methods have been proposed to predict disease status and clinica...
Humans Machine Learning Algorithms Brain Alzheimer Disease Positron-Emission Tomography Image Interpretation, Computer-Assisted Male Cognitive Dysfunction Magnetic Resonance Imaging Computer Simulation Female Aged
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Building cell models and simulations from microscope images.

Methods (San Diego, Calif.) Oct 17, 2015
The use of fluorescence microscopy has undergone a major revolution over the past twenty years, both with the development of dramatic new technologies and with the widespread adoption of image analysis and machine learning methods. Many open source s...
Computational Biology Microscopy, Fluorescence Models, Biological Software Computer Simulation Image Processing, Computer-Assisted HeLa Cells Pattern Recognition, Automated Cell Shape Humans Machine Learning
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Spatially regularized machine learning for task and resting-state fMRI.

Journal of neuroscience methods Oct 16, 2015
BACKGROUND: Reliable mapping of brain function across sessions and/or subjects in task- and resting-state has been a critical challenge for quantitative fMRI studies although it has been intensively addressed in the past decades.
Brain Mapping Datasets as Topic Linear Models Support Vector Machine Magnetic Resonance Imaging Models, Neurological Computer Simulation Reproducibility of Results Humans Brain Neuropsychological Tests Rest Visual Perception Motor Activity Fingers Mental Processes Neural Pathways
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Two Different Points of View through Artificial Intelligence and Vector Autoregressive Models for Ex Post and Ex Ante Forecasting.

Computational intelligence and neuroscience Oct 13, 2015
The ANN method has been applied by means of multilayered feedforward neural networks (MLFNs) by using different macroeconomic variables such as the exchange rate of USD/TRY, gold prices, and the Borsa Istanbul (BIST) 100 index based on monthly data o...
Forecasting Computer Simulation Humans Neural Networks, Computer Artificial Intelligence Algorithms
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