A Neural Network Approach For Real-Time Evaluation Of Sandstone Reservoir Strength

Author(s):  
Hamed Soroush ◽  
Behzad Tokhmechi
Author(s):  
JINWEN MA

This paper presents a new neural network approach to real-time pattern recognition on a given set of binary (or bipolar) sample patterns. The perceptive neuron of a binary pattern is defined and constructed as a binary neuron with a neighborhood perceptive field. Letting its hidden units be the respective perceptive neurons of the patterns, a three-layer forward neural network is constructed to recognize these patterns with minimum error probability in a noisy environment. The theoretical and simulation analyses show that the network is effective for pattern recognition and can be under strict real-time constraints.


Sign in / Sign up

Export Citation Format

Share Document