On-line learning in a discrete state space
نویسندگان
چکیده
منابع مشابه
On-line Learning in a Discrete State Space
On-line learning of a rule given by an N-dimensional Ising perceptron, is considered for the case when the student is constrained to take values in a discrete state space of size L N. For L = 2 no on-line algorithm can achieve a nite overlap with the teacher in the thermodynamic limit. However, if L is on the order of p N, Hebbian learning does achieve a nite overlap. Artiicial neural networks ...
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ژورنال
عنوان ژورنال: Journal of Physics A: Mathematical and General
سال: 1998
ISSN: 0305-4470,1361-6447
DOI: 10.1088/0305-4470/31/1/004