comments

Multilayer perceptrons can compute all relevant functions

The limitations described by Minsky & Papert don't apply to multilayer networks.

Minsky & Papert ignored such networks in part because there were no useful learning procedures for training them. Today, however there are several effective algorithms for training multilayer networks.

David Rumelhart & James McClelland, 1986b.
RELATED ARTICLESExplain
⌅
Artificial Intelligence
⌃
Can computers think? [1]
⌃
Yes: connectionist networks can think [5a]
⌃
One-layer perceptrons can’t compute certain functions
■
Multilayer perceptrons can compute all relevant functions
⇥
James McClelland
⇥
David Rumelhart
□
Graph of this discussion
Enter the title of your article


Enter a short (max 500 characters) summation of your article
Enter the main body of your article
Lock
+Comments (0)
+Citations (0)
+About
Enter comment

Select article text to quote
welcome text

First name   Last name 

Email

Skip