In recent years, quantum computing has achieved significant progress, deeply influencing various fields, including machine learning. Quantum computing operates on quantum bits (qubits), which can ...

This diagram illustrates how the team reduces quantum circuit complexity in machine learning using three encoding methods—variational, genetic, and matrix product state algorithms. All methods ...

UCLA researchers have conducted an in-depth analysis of nonlinear information encoding strategies for diffractive optical processors, offering new insights into their performance and utility. Their ...