Most emotional neural network circuits only consider the generation of emotions, ignoring the effect of semantic linkage between different sensory channels on the intensity and rate of emotional generation. Inspired by the theory of multichannel information interaction and biological phenomena, this paper proposes an all-optically controlled memristive audio–visual dual-channel emotional circuit with semantic linkage. The circuit is mainly composed of a judgment module, an adjustment module and an emotion module. According to the input visual and auditory signals with different semantics, the circuit will output emotional signals with different intensities and generation rates. The feasibility and accuracy of the circuit are verified in PSpice. In addition, the circuit can be applied to the automotive anti-collision early warning system. The audio–visual dual-channel emotional circuit with semantic linkage based on all-optically controlled memristor may provide some reference for the construction of brain-like intelligent systems.

大多数情绪神经网络电路只考虑情绪的产生，忽略了不同感觉通道之间的语义联系对情绪产生强度和速率的影响。受多通道信息交互和生物现象理论的启发，本文提出了一种具有语义联动的全光控忆阻视听双通道情感电路。该电路主要由判断模块、调节模块和情感模块组成。根据输入不同语义的视觉和听觉信号，电路会输出不同强度和生成速率的情感信号。在PSpice中验证了电路的可行性和准确性。此外，该电路还可应用于汽车防碰撞预警系统。基于全光控忆阻器的语义联动视听双通道情感电路可为类脑智能系统的构建提供一定的参考。