Neural Network Design and the Complexity of Learning by Js Judd
English | 6 Jun. 1990 | ISBN: 0262100452 | 150 Pages | PDF | 10 MB
Using the tools of complexity theory, Stephen Judd develops a formal description of associative learning in connectionist networks. He rigorously exposes the computational difficulties in training neural networks and explores how certain design principles will or will not make the problems easier.