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Remove/replace LMUCellODE and LMUCellGating #15

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arvoelke opened this issue May 13, 2020 · 1 comment
Open

Remove/replace LMUCellODE and LMUCellGating #15

arvoelke opened this issue May 13, 2020 · 1 comment

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@arvoelke
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We have better versions of these, and they are not currently documented or used by any of the examples.

@celiasmith
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celiasmith commented May 13, 2020

one specific example is the gate initializations seem swapped, in the sense that you want to start the initialization with a bias of one and a weight of zero (otherwise it might never get input to learn off of). for the input gate.

This works:

                 forget_input_kernel_initializer=Constant(0),
                 forget_hidden_kernel_initializer=Constant(0),
                 forget_bias_initializer=Constant(1),

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