Neural Networks Professor Michael C. Mozer CSCI 3202 · Neural Networks Professor Michael C. Mozer...
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Neural Networks Professor Michael C. Mozer CSCI 3202
Transcript of Neural Networks Professor Michael C. Mozer CSCI 3202 · Neural Networks Professor Michael C. Mozer...
Neural Networks
Professor Michael C. MozerCSCI 3202
Exponential number of hidden units is bad— large network— poor generalization
With domain knowledge we could pick an appropriate hidden representation.
e.g., perceptron scheme
AlternativeLearn hidden representation
ProblemWhere does training signal come from?Teacher specifies target outputs, not target hiddens.
