Artificial Neural Network Classification of High Dimensional Data with Novel Optimization Approach of Dimension Reduction

2018 ◽  
Vol 5 (4) ◽  
pp. 615-635 ◽  
Author(s):  
Rabia Aziz ◽  
C. K. Verma ◽  
Namita Srivastava
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Dimension Reduction ◽  
High Dimensional Data ◽  
High Dimensional ◽  
Optimization Approach ◽  
Neural Network Classification ◽  
Artificial Neural

scholarly journals A Surrogate Model Based on Artificial Neural Network for RF Radiation Modelling with High-Dimensional Data

2020 ◽  
Vol 17 (7) ◽  
pp. 2586 ◽  
Author(s):  
Xi Cheng ◽  
Clément Henry ◽  
Francesco P. Andriulli ◽  
Christian Person ◽  
Joe Wiart
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Uncertainty Quantification ◽  
Network Architecture ◽  
High Dimensional Data ◽  
High Dimensional ◽  
Attractive Alternative ◽  
Neural Network Architecture ◽  
Radiation Modelling ◽  
Artificial Neural

This paper focuses on quantifying the uncertainty in the specific absorption rate values of the brain induced by the uncertain positions of the electroencephalography electrodes placed on the patient’s scalp. To avoid running a large number of simulations, an artificial neural network architecture for uncertainty quantification involving high-dimensional data is proposed in this paper. The proposed method is demonstrated to be an attractive alternative to conventional uncertainty quantification methods because of its considerable advantage in the computational expense and speed.

scholarly journals Artificial neural network classification of pharyngeal high-resolution manometry with impedance data

2012 ◽  
Vol 123 (3) ◽  
pp. 713-720 ◽  
Author(s):  
Matthew R. Hoffman ◽  
Jason D. Mielens ◽  
Taher I. Omari ◽  
Nathalie Rommel ◽  
Jack J. Jiang ◽  
...  
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
High Resolution ◽  
High Resolution Manometry ◽  
Neural Network Classification ◽  
Impedance Data ◽  
Artificial Neural
Sign in / Sign up

Export Citation Format

Share Document