AAI_2025_Capstone_Chronicles_Combined

Breast Tumor Classification Using Quantum Neural Networks

22

a single qubit. The classical equivalent would be mapping those features to just 10 bits. 10 bits

are able to represent only the numeric values 0 – 1,023 and is less information than is needed

to store a single 16 bit Unicode character 11 . The hope is that this serves as an example to the

immense potential of the blending of the fields of quantum computing and artificial intelligence.

11 16 bits being used in the original Unicode encoding in the early 1990s, and has increased in the number of bits since then (Unicode, Inc., 2025).

275