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Re:Why train when you can optimize? by blackcat201 on Saturday April 30, 2022 @01:03AM (#31213474)
You can use sin as activation function, but that would require careful initialization to avoid gradient explosion as you would ended up with a lot of points where gradient is simply zero. You can refer to Implicit Neural Representations with Periodic Activation Functions for more details.
Re:Why train when you can optimize? by zarzavat on Saturday April 30, 2022 @01:35AM (#31213612)
It works perfectly if you don’t have any parameters.