Data Science Asked on May 21, 2021
in max_pool
layer ANN performs this operation max([in1, in2, ... inN])
, now if gradient that comes back to this layer is negative sure it should affect only max
value, but if gradient is positive shouldn’t it affect all values (after all this layer performs max
operation so work of gradient shouldn’t be symmetrical) because if max
value is too low then all other input values for this neuron are also too low
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