NeuralNetworks

Neural Networks 101

Intention This article is intended to give a brief look into the logistics of machine learning. Do not expect to become an expert on the field just by reading this. …

Does the Top-down or Bottom-Up Approach Best Model the Human Brain?

Abstract Recently in the field of Artificial Intelligence, scientists are wondering which approach best models the human brain — bottom-up or top-down. Both approaches have their advantages and their...

AI Uncertainty and Bayesian Networks - comp.ai.games Thread

Newsgroups: comp.ai.games From: smt@cs.monash.edu.au (Scott M Thomson) Subject: Uncertainty in AI Summary: This posting will hopefully publicise Bayesian networks, which provide Keywords: AI Date:...

Multilayer Feedforward Networks and the Backpropagation Algorithm

Introduction Backpropagation The backpropagation algorithm is perhaps the most widely used training algorithm for multi-layered feedforward networks. However, many people find it quite difficult to...

Introduction to Neural Networks