Spectra of weakly bound hydrogen–neon complexes have been studied in equilibrium gas mixtures at relatively high spectral resolution (0.05–0.12 cm–1) using a long-path (112 m), low-temperature (24 K) absorption cell and a Fourier transform infrared spectrometer. Most of the data cover the region of the H2 or D2 fundamental stretching vibrations in the mid-infrared (λ ∼2.4 or 3.3 μm), but results on the pure rotational S0 (0) band of D2–Ne in the far-infrared (λ ∼55 μm) are also included. The spectra are greatly improved compared to the only previous observation. The results serve as a stringent experimental constraint for testing and improving theoretical determinations of the potential-energy surface, which describes the intermolecular forces for the hydrogen–neon system.