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We report on the millimeter-wave noise performance of AlN/GaN/AlGaN double heterostructure (DHFET) grown on a 100-mm Si substrate with low-noise properties up to 40 GHz. The ultrathin-barrier GaN DHFETs simultaneously exhibit high current density, high transconductance, and high frequency performance (above 100 GHz) while showing low dc-to-RF dispersion and low gate and drain leakage currents. Consequently, sub-1-dB minimum noise figure at 36 GHz with an associated gain of 7.5 dB has been achieved. To our knowledge, this is the best noise performance reported in the Ka-band for any GaN device.