In Lindsay’s neural network, her team gave their model thousands of images ... whereas other times, the equation includes a sigmoid function applied to the entire sum so that the resulting number lies ...
By replacing the step function with a continuous function, the neural network outputs a real number. Often a 'sigmoid' function—a soft version of the threshold function—is used (Fig.
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