Accordingly, this Special Issue aims to present research papers, communications, and review articles focusing on heterogeneous multi-dimensional fusion integration, optoelectronic fusion collaborative simulation analysis, high-quality optoelectronic chip wafer-level. Accordingly, this Special Issue aims to present research papers, communications, and review articles focusing on heterogeneous multi-dimensional fusion integration, optoelectronic fusion collaborative simulation analysis, high-quality optoelectronic chip wafer-level. Integrating microelectronics and optoelectronics can harness the mature processes and functions of microelectronics, with the ultra-wideband and low-power benefits of optoelectronics. This integration addresses challenges like high-speed, low-power consumption and intelligence, driving the. However, existing vision sensors are limited by their specific spectral operating ranges and the complexity of processing hybrid optical/electrical signals. In this study, we present a fully circuit-emulated vision system that employs a vision fusion solution for autonomous driving, integrating. Wendy Flores-Fuentes (Autonomous University of Baja California, Mexico), Moises Rivas-Lopez (Autonomous University of Baja California, Mexico), Daniel Hernandez-Balbuena (Autonomous University of Baja California, Mexico), Oleg Sergiyenko (Autonomous University of Baja California, Mexico), Julio. Empowered by the high-speed and high parallelism of light propagation, optoelectronic intelligent computing has evolved as the potential for next-generation high-performance computing paradigm. This review explores this evolution, summarizing key.