Title :
Inductive learning inability of artificial neural network
Author :
Bhavsar, V.C. ; Ghorbani, Ali A. ; Goldfarb, L.
Author_Institution :
Fac. of Comput. Sci., New Brunswick Univ., Fredericton, NB, Canada
Abstract :
The intrinsic inability of artificial neural networks to generalize from examples, i.e., to learn inductively, is exemplified based on several very simple requirements for an inductive learning machine
Keywords :
Generalization (artificial intelligence); Learning by example; Neural nets; artificial neural network; generalization; inductive learning; Artificial neural networks; Degradation; Feedforward neural networks; Machine learning; Neural networks; Probability; Size measurement; Table lookup;
Conference_Titel :
Electrical and Computer Engineering, 2000 Canadian Conference on
Conference_Location :
Halifax, NS
Print_ISBN :
0-7803-5957-7
DOI :
10.1109/CCECE.2000.849557
