Universal quantum computation in topological quantum neural networks and amplituhedron representation
This paper demonstrates that topological quantum neural networks (TQNNs) enable universal quantum computation through topological models and establish a formal correspondence with amplituhedra, thereby revealing amplituhedra as geometric representations of underlying topological structures for generic quantum processes.