Content deleted Content added
TinyClayMan (talk | contribs) m →Quantum associative memory: typo |
TinyClayMan (talk | contribs) m →Barren plateaus: +link |
||
Line 50:
This situation is known as Barren Plateaus, because most of the initial parameters are trapped on a "plateau" of almost zero gradient, which approximates random wandering<ref name=":3" /> rather than gradient descent. This makes the model untrainable.
In fact, not only QNN, but almost all deeper VQA algorithms have this problem. In the present [[Noisy intermediate-scale quantum era|NISQ era]], this is one of the problems that have to be solved if more applications are to be made of the various VQA algorithms, including QNN.
==See also==
| |||