What is Machine Learning?

What is Machine Learning?

If you’re new to Machine Learning, let’s start at the top. The whole field of artificial intelligence is broken up into two categories – Strong AI and Narrow AI. Strong AI is coming up with a robot that looks and behaves like a person. Narrow AI, or “neural...
Introduction to Self-Organzing Maps in Multi-Attribute Seismic Data

Introduction to Self-Organzing Maps in Multi-Attribute Seismic Data

Unsupervised neural network searches multi-dimensional data for natural clusters. Neurons are attracted to areas of higher information density. The SOM analysis relates to subsurface geometry and rock properties while noting multi-attribute seismic properties at the wells, correlating to rock lithologies, with those away from the wells.