Synaptic gadgets with built-in sensing-computing-storage features are rising as promising technological options to interrupt the reminiscence wall within the von Neuman structure computing system. The 2D semiconductors are excellent candidate supplies for synthetic synapses attributable to their superior digital and optoelectronic properties. On this work, we report sturdy optoelectronic synapses realized on wafer-scale steady MoSe2 with Te-doping-induced tunable reminiscence features. A singular defect engineering technique of substitutional doping of Te has been adopted to induce Se vacancies within the chemical vapour deposition (CVD) development MoSe2 movies. These vacancies introduce defect states as deep lure ranges within the band hole, enabling environment friendly cost trapping and considerably prolonging the decaying time. The presence of Te doping and Se vacancies was confirmed by PL, Raman, and XPS characterization. Extremely-high vacuum (UHV) stencil lithography approach has been adopted for the fabrication of arrayed optoelectronic gadgets that exhibit excitatory postsynaptic present paired-pulse facilitation as much as 195% underneath ultraviolet illumination. Due to this fact, important synaptic behaviors just like the spike-number-, spike-rate-, and spike-intensity-dependent plasticity have been demonstrated, together with the in-sensor computation software of {hardware} picture sharpening functionality. This work gives a brand new technique of emptiness engineering in large-scale 2D semiconductors for future software in built-in neuromorphic gadgets.