Hard limiting / threshold activation function in TensorFlow

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走了就别回头了
走了就别回头了 2021-01-05 11:59

I\'m trying to implement a basic, binary Hopfield Network in TensorFlow 0.9. Unfortunately I\'m having a very hard time getting the activation function working. I\'m looking

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  •  执念已碎
    2021-01-05 13:01

    Just for the record, one can get the sign function via tf.sign. It outputs a float or integer (depending on the input) indicating the sign with -1 or 1. However, note that tf.sign(0) == 0!

    For a hard limiting activation function, binary threshold activation function, Heaviside step function, see the other answer.

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