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We describe a CMOS-based micro-system for time-resolved fluorescence lifetime analysis. It comprises a 16 x 4 array of single-photon avalanche diodes (SPADs) fabricated in 0.35 mu m high-voltage CMOS technology with in-pixel time-gated photon counting circuitry and a second device incorporating an 8 x 8 AlInGaN blue micro-pixellated light-emitting diode (micro-LED) array bump-bonded to an equivalent array of LED drivers realized in a standard low-voltage 0.35 mu m CMOS technology, capable of producing excitation pulses with a width of 777 ps (FWHM). This system replaces instrumentation based on lasers, photomultiplier tubes, bulk optics and discrete electronics with a PC-based micro-system. Demonstrator lifetime measurements of colloidal quantum dot and Rhodamine samples are presented.