Fundamentals of statistical signal processing: estimation theory
Fundamentals of statistical signal processing: estimation theory
Error Control Coding, Second Edition
Error Control Coding, Second Edition
Solving multiclass learning problems via error-correcting output codes
Journal of Artificial Intelligence Research
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To protect a feed-forward neural net against errors,error correcting codes have been used in previous studiesto encode the output label.Here we analyze the effect of additive noise onthe performance of a 1-layer coded net and compare it to an uncoded net.The derived results are then usedto predict the performance of any multilayer neural net.