Biological Neural Networks as the Forefront of AI Processing

Abstract

Graphic processing units (GPUs) are a major component of artificial intelligence (AI) processing power. As AI becomes more sophisticated and more processing power is needed to run these intellectual models, a growing concern of energy demand and extensive AI training becomes an increasing concern. To create more sophisticated machine learning algorithms, scientists in the field of neuromorphic computing studied the brain for its ability to efficiently process and store information. Finding a way to incorporate the brain directly into computing may create novel algorithms to meet the increasing demands of information processing.