Silicon-based quantum computing leverages the unique properties of silicon to develop quantum computers at the nanoscale. Unlike traditional computing which uses bits as the smallest unit of data, quantum computing uses qubits that can exist in multiple states simultaneously, enabling exponentially faster computation for certain types of problems.