AIMC Topic: Computer Simulation

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Multiclassifier system with hybrid learning applied to the control of bioprosthetic hand.

Computers in biology and medicine Apr 25, 2015
In this paper the problem of recognition of the intended hand movements for the control of bio-prosthetic hand is addressed. The proposed method is based on recognition of electromiographic (EMG) and mechanomiographic (MMG) biosignals using a multicl...
Movement Humans Machine Learning Hand Artificial Limbs Computer Simulation
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Adaptive Neural Output Feedback Control of Output-Constrained Nonlinear Systems With Unknown Output Nonlinearity.

IEEE transactions on neural networks and learning systems Apr 24, 2015
This paper addresses the problem of adaptive neural output-feedback control for a class of special nonlinear systems with the hysteretic output mechanism and the unmeasured states. A modified Bouc-Wen model is first employed to capture the output hys...
Research Design Computer Simulation Feedback Neural Networks, Computer Algorithms Nonlinear Dynamics
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A network model comprising 4 segmental, interconnected ganglia, and its application to simulate multi-legged locomotion in crustaceans.

Journal of computational neuroscience Apr 23, 2015
Inter-segmental coordination is crucial for the locomotion of animals. Arthropods show high variability of leg numbers, from 6 in insects up to 750 legs in millipedes. Despite this fact, the anatomical and functional organization of their nervous sys...
Feedback, Physiological Central Pattern Generators Ganglia, Invertebrate Crustacea Neural Pathways Sensation Synapses Locomotion Walking Neural Networks, Computer Computer Simulation Insecta Animals Models, Neurological
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A Fuzzy Computing Model for Identifying Polarity of Chinese Sentiment Words.

Computational intelligence and neuroscience Apr 23, 2015
With the spurt of online user-generated contents on web, sentiment analysis has become a very active research issue in data mining and natural language processing. As the most important indicator of sentiment, sentiment words which convey positive an...
Humans Fuzzy Logic Online Systems Computer Simulation Semantics Natural Language Processing Vocabulary
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Initialization by a novel clustering for wavelet neural network as time series predictor.

Computational intelligence and neuroscience Apr 22, 2015
The architecture and parameter initialization of wavelet neural network are discussed and a novel initialization method is proposed. The new approach can be regarded as a dynamic clustering procedure which will derive the neuron number as well as the...
Time Factors Cluster Analysis Predictive Value of Tests Algorithms Computer Simulation Humans Nonlinear Dynamics Neural Networks, Computer Wavelet Analysis
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Fuzzy Controller Design Using Evolutionary Techniques for Twin Rotor MIMO System: A Comparative Study.

Computational intelligence and neuroscience Apr 19, 2015
This paper presents a comparative study of fuzzy controller design for the twin rotor multi-input multioutput (MIMO) system (TRMS) considering most promising evolutionary techniques. These are gravitational search algorithm (GSA), particle swarm opti...
Algorithms Computer Simulation Humans Gravitation Fuzzy Logic Biological Evolution Nonlinear Dynamics Animals Bees Models, Theoretical
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Memory dynamics in attractor networks.

Computational intelligence and neuroscience Apr 19, 2015
As can be represented by neurons and their synaptic connections, attractor networks are widely believed to underlie biological memory systems and have been used extensively in recent years to model the storage and retrieval process of memory. In this...
Neural Networks, Computer Neurons Humans Computer Simulation Animals Nonlinear Dynamics Models, Neurological Memory
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Neural Controller Design-Based Adaptive Control for Nonlinear MIMO Systems With Unknown Hysteresis Inputs.

IEEE transactions on cybernetics Apr 16, 2015
This paper studies an adaptive neural control for nonlinear multiple-input multiple-output systems in interconnected form. The studied systems are composed of N subsystems in pure feedback structure and the interconnection terms are contained in ever...
Computer Simulation Models, Theoretical Nonlinear Dynamics Neural Networks, Computer Algorithms
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Discontinuous Lyapunov approach to state estimation and filtering of jumped systems with sampled-data.

Neural networks : the official journal of the International Neural Network Society Apr 16, 2015
This paper is concerned with the sampled-data state estimation and H(∞) filtering for a class of Markovian jump systems with the discontinuous Lyapunov approach. The system measurements are sampled and then transmitted to the estimator and filter in ...
Algorithms Computer Simulation Markov Chains Neural Networks, Computer
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Briefing in application of machine learning methods in ion channel prediction.

TheScientificWorldJournal Apr 16, 2015
In cells, ion channels are one of the most important classes of membrane proteins which allow inorganic ions to move across the membrane. A wide range of biological processes are involved and regulated by the opening and closing of ion channels. Ion ...
Models, Biological Ion Channels Computational Biology Support Vector Machine Databases, Genetic Computer Simulation Humans Machine Learning Reproducibility of Results Algorithms
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