I always wondered if the specific dimensionality of the layers and tensors has a specific effect on the model. It's hard to explain, but higher dimensional spa

I always wondered if the specific dimensionality of the layers and tensors has a specific effect on the model. It's hard to explain, but higher dimensional spaces have weird topological properties, not all behave the same way and some things are perfectly doable in one set of dimensions while for others it just plain doesn't work (e.g. applying surgery on to turn a shape into another).