[nialse]

Dynamical neurons are not used because they add enormous computational cost and instability for limited practical gain.

[tonii141]

What do you mean by "they add instability"?

[nialse]

Neural nets are unstable during training and dynamic weights amplifies the problem. Thus, the neural networks could end up in totally unusable states at inference time.