Optically Stimulated Artificial Synapse Based on Layered Black Phosphorus

被引:287
作者
Ahmed, Taimur [1 ,2 ]
Kuriakose, Sruthi [1 ,2 ]
Mayes, Edwin L. H. [3 ]
Ramanathan, Rajesh [4 ,5 ]
Bansal, Vipul [4 ,5 ]
Bhaskaran, Madhu [1 ,2 ]
Sriram, Sharath [1 ,2 ]
Walia, Sumeet [1 ,2 ,6 ]
机构
[1] RMIT Univ, Funct Mat & Microsyst Res Grp, Melbourne, Vic 3001, Australia
[2] RMIT Univ, Micro Nano Res Facil, Melbourne, Vic 3001, Australia
[3] RMIT Univ, RMIT Microscopy & Microanal Facil, Melbourne, Vic 3001, Australia
[4] RMIT Univ, Sch Sci, Sir Ian Potter NanoBioSensing Facil, Melbourne, Vic 3001, Australia
[5] RMIT Univ, Sch Sci, NanoBiotechnol Res Lab, Melbourne, Vic 3001, Australia
[6] RMIT Univ, Sch Engn, Melbourne, Vic 3001, Australia
基金
澳大利亚研究理事会;
关键词
artificial synapses; bio-inspired electronics; black phosphorus; long-term plasticity; neuromorphic computation; photonic signal processing; short-term plasticity; DEVICES; MEMORY; PHOTOOXIDATION; RECOGNITION; TRANSISTORS; PLASTICITY; NETWORK; BRAIN;
D O I
10.1002/smll.201900966
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
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.
引用
收藏
页数:12
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