Visualizing piecewise linear neural networks
Jane Street
JULY 21, 2024
Neural networks are often thought of as opaque, black-box function approximators, but theoretical tools let us describe and visualize their behavior. In particular, lets study piecewise-linearity, a property many neural networks share. This property has been studied before , but well try to visualize it in more detail than has been previously done.
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