What Stops Neural Networks from Becoming Linear Models
Author(s): Nelson Cruz Originally published on Towards AI. What Stops Neural Networks from Becoming Linear Models Deep neural networks are built from surprisingly simple mathematical components. One of the most important is the activation function — the mechanism that allows neural networks …
The Danger of High (or Small) Numbers In Your Computer And ML Models
Author(s): Nelson Cruz Originally published on Towards AI. During day-to-day programming or general computer use, it’s common to overlook how the computer handles numbers in its definition. But this easily becomes a problem when we try to optimize a solution and even …
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