For the near memory computing architecture AI chip manufactured with a 16nm FinFET technology, atmospheric neutron single event effects irradiation testing was conducted for the first time in China at the China Spallation Neutron Source using the Atmospheric Neutron Irradiation Spectrometer (ANIS). During the irradiation, the YOLOV5 algorithm neural network running on the AI chip was used for real-time detection of target objects, including mice, keyboard, and luggage. The purpose of the test was to investigate the possible new single event effect phenomenon on the near memory computing architecture AI chip. At last, a total of 35 soft errors belonging to 5 categories were detected under an accumulated neutron fluence of 1.51×10<sup>10</sup> n·cm-2 (above 1MeV). Particularly noteworthy was the observation of a new finding, where both computing and memory units experienced single event effects simultaneously, distinct from the traditional von Neumann architecture chips. Based on the simultaneous occurrence of single event effects in these two units, combined with Monte Carlo simulation, a preliminary estimation of the physical layout distance between computing and memory units on the chip was made. What’s more, suggestions are provided to mitigate the single event effect risk in multi cells simultaneously. This study offers valuable reference and insight for further exploration of single event effects in non-traditional von Neumann architecture chips.