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Negative photoconductivity (NPC)-based devices, characterised by the light-induced suppression of electrical conduction, have garnered significant interest for their multifunctional optoelectronic applications, fast light response and broadband spectral adaptability. However, conventional planar heterostructured NPC-based devices exhibit poor device performance owing to interfacial defects that disrupt carrier transport and recombination dynamics. In this study, an innovative bulk doping strategy is presented that incorporates organic long-afterglow materials into polymer semiconductors to achieve high-performance negative photoconductivity transistors (NPTs). The long-afterglow dopants generate long-lived charge separation states that effectively trap gate-modulated majority carriers of polymer semiconductors, enabling persistent NPC with photosensitivity (5.29 × 10⁶) and detectivity (3.40 × 1013 Jones). In addition, this bulk doping strategy creates abundant trapping sites, which enable intralayer carrier recombination within the doped semiconductor film while maintaining an ultrahigh photosensitivity. Notably, this strategy can be generalised across diverse dopant-semiconductor systems. Furthermore, leveraging these exceptional NPTs, the negative synaptic functionalities are successfully emulated. To highlight its practical potential, system-level applicability is demonstrated by integrating NPTs into a recurrent neural network (RNN) for all-optical encryption/decryption, achieving up to 91% accuracy. This study establishes a general paradigm for high-performance NPC-based devices, unlocking their potential for next-generation optoelectronics and secure neuromorphic systems.
Han et al. (Sat,) studied this question.