Browsing by Subject "Neural network"

Now showing items 1-5 of 5

Hierarchical modeling of multi-scale dynamical systems using adaptive radial basis function neural networks: application to synthetic jet actuator wing

Lee, Hee Eun (Texas A&M University, 2004-09-30)

To obtain a suitable mathematical model of the input-output behavior of highly nonlinear, multi-scale, nonparametric phenomena, we introduce an adaptive radial basis function approximation approach. We use this approach ...
Machine Learning: Hardware Optimized for Machine Learning Computations Using Mixed-signal Inputs and Reconfigurable Parameters

Moronfoye, Oluwaseyi

The aim of this project is to develop customizable hardware that can perform Machine Learning tasks. Machine Learning is the science of leveraging advance statistics and data mining to "teach" computers how to recognize ...
Myoelectric Human Computer Interaction Using LSTM-CNN Neural Network for Dynamic Hand Gestures Recognition

Li, Qiyu (2022-01-04)

Human-computer interaction(HCI) has become a trendy research field recently. Many HCI systems are based on bio-signal analysis and classification. EMG signal which is formed due to muscle activation, is used in this thesis. ...
Neural network analysis of sparse datasets ?? an application to the fracture system in folds of the Lisburne Formation, northeastern Alaska

Bui, Thang Dinh (Texas A&M University, 2005-11-01)

Neural networks (NNs) are widely used to investigate the relationship among variables in complex multivariate problems. In cases of limited data, the network behavior strongly depends on factors such as the choice of network ...
Probabilistic Calibration of Unreinforced Masonry Wall Properties: From Constitutive Material Models to Structural Performance

Albu Jasim, Qudama Jasim Mohammed (2020-07-22)

Unreinforced masonry walls are structural elements consisting of brick units and mortar layers, which show brittle and nonlinear inelastic response with regards to their mechanical behavior. Brick and mortar components ...