AIMC Topic: Numerical Analysis, Computer-Assisted

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Applying neural network to VO2 estimation using 6-axis motion sensing data.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Aug 1, 2016
This paper focuses on oxygen consumption (VO2) estimation using 6-axis motion data (3-axis acceleration and 3-axis angular velocity) that are obtained from small motion sensors attached to people playing sports with different intensities. In order to...
Humans Neural Networks, Computer Female Young Adult Male Exercise Oxygen Consumption Motion Acceleration Linear Models Numerical Analysis, Computer-Assisted
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Improved speech inversion using general regression neural network.

The Journal of the Acoustical Society of America Sep 1, 2015
The problem of nonlinear acoustic to articulatory inversion mapping is investigated in the feature space using two models, the deep belief network (DBN) which is the state-of-the-art, and the general regression neural network (GRNN). The task is to e...
Humans Neural Networks, Computer Databases, Factual Computer Simulation Female Reproducibility of Results Male Regression Analysis Nonlinear Dynamics Pattern Recognition, Automated Phonetics Speech Acoustics Speech Production Measurement Numerical Analysis, Computer-Assisted
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New results for global exponential synchronization in neural networks via functional differential inclusions.

Chaos (Woodbury, N.Y.) Aug 1, 2015
This paper is concerned with the synchronization dynamical behaviors for a class of delayed neural networks with discontinuous neuron activations. Continuous and discontinuous state feedback controller are designed such that the neural networks model...
Neural Networks, Computer Algorithms Time Factors Numerical Analysis, Computer-Assisted
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