AIMC Topic: Computer Simulation

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Neural network model develops border ownership representation through visually guided learning.

Neurobiology of learning and memory Oct 13, 2016
As Rubin's famous vase demonstrates, our visual perception tends to assign luminance contrast borders to one or other of the adjacent image regions. Experimental evidence for the neuronal coding of such border-ownership in the primate visual system h...
Humans Neural Networks, Computer Animals Visual Perception Visual Cortex Computer Simulation Learning
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A New Hybrid BFOA-PSO Optimization Technique for Decoupling and Robust Control of Two-Coupled Distillation Column Process.

Computational intelligence and neuroscience Oct 11, 2016
The two-coupled distillation column process is a physically complicated system in many aspects. Specifically, the nested interrelationship between system inputs and outputs constitutes one of the significant challenges in system control design. Mostl...
Robotics Systems Theory Search Engine Humans Computer Simulation Heuristics Distillation Algorithms Models, Theoretical
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Machine learning-based 3-D geometry reconstruction and modeling of aortic valve deformation using 3-D computed tomography images.

International journal for numerical methods in biomedical engineering Oct 7, 2016
To conduct a patient-specific computational modeling of the aortic valve, 3-D aortic valve anatomic geometries of an individual patient need to be reconstructed from clinical 3-D cardiac images. Currently, most of computational studies involve manual...
Humans Machine Learning Imaging, Three-Dimensional Aortic Valve Finite Element Analysis Computer Simulation Tomography, X-Ray Computed
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Boolean regulatory network reconstruction using literature based knowledge with a genetic algorithm optimization method.

BMC bioinformatics Oct 6, 2016
BACKGROUND: Prior knowledge networks (PKNs) provide a framework for the development of computational biological models, including Boolean models of regulatory networks which are the focus of this work. PKNs are created by a painstaking process of lit...
Gene Regulatory Networks Models, Genetic Models, Biological Knowledge Bases Publications Algorithms Computer Simulation Humans Software
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Energy-efficient neural network chips approach human recognition capabilities.

Proceedings of the National Academy of Sciences of the United States of America Oct 4, 2016
Computer Simulation Humans Neural Networks, Computer
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Prediction of anti-cancer drug response by kernelized multi-task learning.

Artificial intelligence in medicine Oct 3, 2016
MOTIVATION: Chemotherapy or targeted therapy are two of the main treatment options for many types of cancer. Due to the heterogeneous nature of cancer, the success of the therapeutic agents differs among patients. In this sense, determination of chem...
Cell Line, Tumor Drug Resistance, Neoplasm Forecasting Databases, Factual Neoplasms Antineoplastic Agents Computer Simulation Machine Learning Algorithms Humans
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A Pipelined Non-Deterministic Finite Automaton-Based String Matching Scheme Using Merged State Transitions in an FPGA.

PloS one Oct 3, 2016
This paper proposes a pipelined non-deterministic finite automaton (NFA)-based string matching scheme using field programmable gate array (FPGA) implementation. The characteristics of the NFA such as shared common prefixes and no failure transitions ...
Computers Computer Simulation Neural Networks, Computer Algorithms Logic
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Correlated EEG Signals Simulation Based on Artificial Neural Networks.

International journal of neural systems Sep 30, 2016
In recent years, simulation of the human electroencephalogram (EEG) data found its important role in medical domain and neuropsychology. In this paper, a novel approach to simulation of two cross-correlated EEG signals is proposed. The proposed metho...
Female Adult Brain Mapping Electroencephalography Male Neural Networks, Computer Computer Simulation Humans Signal Processing, Computer-Assisted Brain Waves
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Adaptive Neural Tracking Control for a Class of Nonlinear Systems With Dynamic Uncertainties.

IEEE transactions on cybernetics Sep 22, 2016
This paper considers the problem of adaptive neural control of nonlower triangular nonlinear systems with unmodeled dynamics and dynamic disturbances. The design difficulties appeared in the unmodeled dynamics and nonlower triangular form are handled...
Nonlinear Dynamics Algorithms Neural Networks, Computer Computer Simulation Feedback
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A Possible Neural Representation of Mathematical Group Structures.

Bulletin of mathematical biology Sep 20, 2016
Every cognitive activity has a neural representation in the brain. When humans deal with abstract mathematical structures, for instance finite groups, certain patterns of activity are occurring in the brain that constitute their neural representation...
Mathematical Concepts Computer Simulation Cognition Memory Models, Psychological Models, Neurological Humans Neural Networks, Computer Brain
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