Web10 okt. 2016 · Maxout is a layer such that it calculates N*M output for a N*1 input, and then it returns the maximum value across the column, i.e., the final output has shape N*1 as well. Basically it uses multiple linear fittings to mimic a complex function. Web19 dec. 2014 · A maxout layer is simply a layer where the activation function is the max of the inputs. As stated in the paper, even an MLP with 2 maxout units can approximate …
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Web3 jun. 2024 · tfa.layers.Maxout Stay organized with collections Save and categorize content based on your preferences. View source on GitHub Applies Maxout to the input. tfa.layers.Maxout( num_units: int, axis: int = -1, **kwargs ) "Maxout Networks" Ian ...
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