Functional Materials and Microsystems Research Group and the Micro Nano Research Facility, RMIT University, Melbourne, VIC, 3001, Australia.
RMIT Microscopy and Microanalysis Facility, RMIT University, Melbourne, VIC, 3001, Australia.
Small. 2019 May;15(22):e1900966. doi: 10.1002/smll.201900966. Epub 2019 Apr 24.
The translation of biological synapses onto a hardware platform is an important step toward the realization of brain-inspired electronics. However, to mimic biological synapses, devices till-date continue to rely on the need for simultaneously altering the polarity of an applied electric field or the output of these devices is photonic instead of an electrical synapse. As the next big step toward practical realization of optogenetics inspired circuits that exhibit fidelity and flexibility of biological synapses, optically-stimulated synaptic devices without a need to apply polarity-altering electric field are needed. Utilizing a unique photoresponse in black phosphorus (BP), here reported is an all-optical pathway to emulate excitatory and inhibitory action potentials by exploiting oxidation-related defects. These optical synapses are capable of imitating key neural functions such as psychological learning and forgetting, spatiotemporally correlated dynamic logic and Hebbian spike-time dependent plasticity. These functionalities are also demonstrated on a flexible platform suitable for wearable electronics. Such low-power consuming devices are highly attractive for deployment in neuromorphic architectures. The manifestation of cognition and spatiotemporal processing solely through optical stimuli provides an incredibly simple and powerful platform to emulate sophisticated neural functionalities such as associative sensory data processing and decision making.
将生物突触转化到硬件平台上是实现类脑电子学的重要步骤。然而,为了模拟生物突触,迄今为止的器件仍然依赖于同时改变施加电场的极性,或者这些器件的输出是光子而不是电突触。作为朝着实际实现具有生物突触保真度和灵活性的光遗传学启发电路的下一个重要步骤,需要不需要施加极性改变电场的光刺激突触器件。利用黑磷 (BP) 的独特光响应,本文报告了一种通过利用氧化相关缺陷来模拟兴奋性和抑制性动作电位的全光途径。这些光学突触能够模拟关键的神经功能,如心理学习和遗忘、时空相关的动态逻辑和赫布氏尖峰时间依赖性可塑性。这些功能也在适合可穿戴电子设备的柔性平台上得到了演示。这种低功耗的设备在神经形态架构中的应用极具吸引力。仅通过光学刺激来表现认知和时空处理,为模拟复杂的神经功能提供了一个极其简单而强大的平台,如联想感觉数据处理和决策制定。