منابع مشابه
For neural networks, function determines form
This paper shows that the weights of continuous-time feedback neural networks are uniquely identifiable from input/output measurements. Under very weak genericity assumptions, the following is true: Assume given two nets, whose neurons all have the same nonlinear activation function σ; if the two nets have equal behaviors as “black boxes” then necessarily they must have the same number of neuro...
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This paper shows that the weights of continuous-time feedback neural networks are uniquely identi able from input/output measurements. Under very weak genericity assumptions, the following is true: Assume given two nets, whose neurons all have the same nonlinear activation function ; if the two nets have equal behaviors as \black boxes" then necessarily they must have the same number of neurons...
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This paper shows that the weights of continuous-time feedback neural networks are uniquely identiiable from input/output measurements. Under very weak genericity assumptions, the following is true: Assume given two nets, whose neurons all have the same nonlinear activation function ; if the two nets have equal behaviors as \black boxes" then necessarily they must have the same number of neurons...
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ژورنال
عنوان ژورنال: Journal of the American Academy of Child & Adolescent Psychiatry
سال: 2010
ISSN: 0890-8567
DOI: 10.1097/00004583-201006000-00002