A breakthrough growth in photonic-electronic {hardware} may considerably enhance processing energy for AI and machine studying purposes. The method makes use of a number of radio frequencies to encode knowledge, enabling a number of calculations to be carried out in parallel. The strategy exhibits promise for outperforming state-of-the-art digital processors, with additional enhancements potential.