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A wide-range operating synaptic device based on organic ferroelectricity with low energy consumption
- Source :
- RSC Advances. 8:26549-26553
- Publication Year :
- 2018
- Publisher :
- Royal Society of Chemistry (RSC), 2018.
-
Abstract
- In this work, a wide-range operating synaptic device based on organic ferroelectricity has been demonstrated. The device possesses a simple two-terminal structure by using a ferroelectric phase-separated polymer blend as the active layer and gold/indium tin oxide (ITO) as the top/bottom electrodes, and exhibits a distinctive history-dependent resistive switching behavior at room temperature. And the device with low energy consumption (∼50 fJ μm−2 per synaptic event) can provide a reliable synaptic function of potentiation, depression and the complex memory behavior simulation of differential responses to diverse stimulations. In addition, using simulations, the accuracy of 32 × 32 pixel image recognition is improved from 76.21% to 85.06% in the classical model Cifar-10 with 1024 levels of the device, which is an important step towards the higher performance goal in image recognition based on memristive neuromorphic networks.
- Subjects :
- Work (thermodynamics)
Materials science
business.industry
General Chemical Engineering
Long-term potentiation
02 engineering and technology
General Chemistry
010402 general chemistry
021001 nanoscience & nanotechnology
01 natural sciences
Ferroelectricity
0104 chemical sciences
Active layer
Indium tin oxide
Neuromorphic engineering
Electrode
Optoelectronics
Polymer blend
0210 nano-technology
business
Subjects
Details
- ISSN :
- 20462069
- Volume :
- 8
- Database :
- OpenAIRE
- Journal :
- RSC Advances
- Accession number :
- edsair.doi.dedup.....dc6b93080865c23ff96cb69a3276a1a0
- Full Text :
- https://doi.org/10.1039/c8ra04403a