Connectionist Approaches to Language Learning

by David S. Touretzky

Book Overview

arise automatically as a result of the recursive structure of the task and the continuous nature of the SRN's state space. Elman also introduces a new graphical technique for study- ing network behavior based on principal components analysis. He shows that sentences with multiple levels of embedding produce state space trajectories with an intriguing self- similar structure. The development and shape of a recurrent network's state space is the subject...

• Format: Paperback
• Language: English
• ISBN: 1461367921
• ISBN13: 9781461367925
• Release Date: October 2012
• Publisher: Springer
• Length: 149 Pages
• Weight: 0.50 lbs.
• Dimensions: 0.3" x 6.1" x 9.2"