Flexible optoelectronic N-I-P synaptic device with visible spectrum perception for energy-efficient artificial vision and efferent neuromuscular system
We have designed a flexible photoelectric artificial synapse with an oxide/mixed perovskite/polymer N-I-P structure that exhibits essential synaptic plasticity. Formamidinium lead triiodide FAPbI3 perovskite doped with bromine and methylammonium (FAxMA1−xPbI2Br) is employed as the intrinsic layer to improve the optical properties of devices. Without requiring a power source in reaction to outside optical spikes, multiple pulse-dependent plasticity is reproduced on the synaptic devices, and the image's edges are sharpened using high-pass filtering. Additionally, the classical conditioning and spatiotemporal learning are copied under the electric pulse excitation. Significant negative differential resistance is evident, even after 1500 flex/flat mechanical operation. The recognition rate of letters in the visual system is as high as 92%, and the walking distance in the efferent neuromuscular system is controllable. The flexible optoelectronic N-I-P synaptic device is designed to facilitate energy-efficient information processing for neuromorphic computing.
Authors
- Yao Ni (ORCID: https://orcid.org/0000-0002-6370-4799)
- Huanhuan Wei (ORCID: https://orcid.org/0000-0002-1306-5941)
- Gang He (ORCID: https://orcid.org/0000-0003-4711-0568)
- Jiahao Guo (ORCID: https://orcid.org/0000-0002-6829-0927)
- Can Fu
- Jiangdong Gong (ORCID: https://orcid.org/0009-0001-8055-6580)
- Wen Yang (ORCID: https://orcid.org/0000-0002-2032-1982)
Institutions
- University of Science and Technology of China (CN)
- Guangdong University of Technology (CN)
- Anhui University (CN)
- Suzhou University of Science and Technology (CN)
Publication Details
- Journal
- Applied Physics Letters
- Published
- 2024-08-19
- DOI
- https://doi.org/10.1063/5.0220524
- Citations
- 2
- Primary Topic
- Advanced Memory and Neural Computing
- Type
- article
- Field-Weighted Citation Impact
- 0.42
Funders
- National Natural Science Foundation of China
- China Postdoctoral Science Foundation
- Natural Science Foundation of Anhui Province