Margaret Rouse is an award-winning technical writer and teacher known for her ability to explain complex technical subjects simply to a non-technical, business audience. Over…
A competitive network is typically a type of unsupervised machine learning, using the principle of competitive learning to provide results. Through specific mathematical and network modeling, competitive networks achieve various goals in input recognition and processing.
Competitive networks are also known as competitive neural networks.
Key to the design of competitive networks is the idea of excitatory and inhibitive influences on an artificial neuron. Experts talk about lateral inhibition and feedback connections through which laterally placed nodes may inhibit others. At the same time, feedforward excitatory synaptic connections can provide other corresponding influences. Understanding the ways that these work together are part of the road map toward working closely with competitive networks to drive new outcomes in machine learning and artificial intelligence.
Techopedia’s editorial policy is centered on delivering thoroughly researched, accurate, and unbiased content. We uphold strict sourcing standards, and each page undergoes diligent review by our team of top technology experts and seasoned editors. This process ensures the integrity, relevance, and value of our content for our readers.
Margaret is an award-winning technical writer and teacher known for her ability to explain complex technical subjects to a non-technical business audience. Over the past twenty years, her IT definitions have been published by Que in an encyclopedia of technology terms and cited in articles by the New York Times, Time Magazine, USA Today, ZDNet, PC Magazine, and Discovery Magazine. She joined Techopedia in 2011. Margaret's idea of a fun day is helping IT and business professionals learn to speak each other’s highly specialized languages.
What is Turnitin AI Checker? The Turnitin AI checker is an advanced tool aimed at maintaining the integrity of school...
Maria WebbTechnology journalist
What is ISO/IEC 42001? ISO/IEC 42001 is an international standard that provides a governance framework for implementing and continually improving...
Margaret RouseTechnology Expert
What are Physical Resource Networks (PRNs)? The definition of Physical Resource Networks (PRNs) is that they are a type of...
Nicole WillingTechnology Journalist
Trending NewsLatest GuidesReviewsTerm of the Day