Prof. Aida Todri-Sanial gave an invited talk at the Eindhoven Henri Casimir Institute (EHCI) on future computing from qubits to coupled oscillators. The talk covered the scientific objectives and ongoing developments on harnessing nonlinear dynamics of coupled oscillators and novel nano materials for implementing Ising machines to solve combinatorial optimization problems.