College of Electronic Information and Optical Engineering, Nankai University, Tianjin, 300071, P. R. China.
Key Laboratory of Brain-Like Neuromorphic Devices and Systems of Hebei Province, College of Electron and Information Engineering, Hebei University, Baoding, 071002, P. R. China.
Adv Sci (Weinh). 2024 Jun;11(21):e2309489. doi: 10.1002/advs.202309489. Epub 2024 Mar 11.
The optic afferent nervous system (OANS) plays a significant role in generating vision and circadian behaviors based on light detection and signals from the endocrine system. However, the bionic simulation of this photochemically mediated behavior is still a challenge for neuromorphic devices. Herein, stimuli of neurotransmitters at ultralow concentrations and illumination are coupled to artificial synapses with the aid of biofunctionalized heterojunction and tunneling to successfully simulate a circadian neural response. Furthermore, the mechanisms underlying the photosensitive synaptic current in response to stimuli are described. Interestingly, this OANS is demonstrated to be capable of mimicking normal and abnormal circadian learnability by combining the measured synaptic current with a three-layer spike neural network. Strong theoretical and experimental evidence, as well as applications, are provided for the proposed biomimetic OANS to demonstrate that it can reproduce biological circadian behavior, thus establishing it as a promising candidate for future neuromorphic intelligent robots.
光感受传入神经系统 (OANS) 在基于光检测和内分泌系统信号产生视觉和昼夜行为方面发挥着重要作用。然而,这种光化学介导行为的仿生模拟仍然是神经形态器件的一个挑战。在这里,借助生物功能化异质结和隧道,将神经递质在超低浓度和光照下的刺激与人工突触耦合,成功模拟了昼夜神经反应。此外,还描述了对刺激产生光敏感突触电流的机制。有趣的是,通过将测量的突触电流与三层尖峰神经网络相结合,该 OANS 被证明能够模拟正常和异常的昼夜学习能力。提出的仿生 OANS 提供了强有力的理论和实验证据以及应用,证明它可以再现生物昼夜行为,从而使其成为未来神经形态智能机器人的有前途的候选者。