journal article·2024-05-06

Flexible Optoelectronic Synapses Based on Conjugated Polymer Blends for Ultra Broadband Spectrum Light Perception

Longlong Jiang, Lu Yang, Yiming Yuan, Qingshan Zhu, Wenjie Wu, Xiaohong Wang, Wentao Xu, Longzhen Qiu

ACS Materials Letters· Volume 6· Issue 5
Publisher page

Abstract

We demonstrate a flexible optoelectronic synaptic device that uses a donor–acceptor conjugated polymer with excellent electrical properties and a highly optically active block copolymer to form a heterojunction as the active layer, enabling ultrabroad-spectrum perception from deep ultraviolet (DUV), to visible (vis), and to near-infrared (NIR) for the first time. Essential synaptic behaviors have been successfully simulated, such as learning experience behavior simulation, international Morse code communication, and high-pass filtering. The synaptic device shows stable synaptic properties when bent at different radii of curvature and at different numbers of bending cycles. When the device is extremely deformed under a radius of curvature of 4 mm, the postsynaptic current is still maintained above 84%. Moreover, an artificial reflex arc was constructed using the flexible optoelectronic synapse as a key information processing unit. Recognition of digits was achieved by constructing an artificial neural network under DUV light stimulation, achieving the highest recognition rate so far, up to 94%. This work demonstrates a methodology to prepare flexible synaptic devices with tunable synaptic plasticity and broad-spectrum perception that is potentially applicable to building flexible neuromorphic electronics.
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Research context

OpenAlex topics: Advanced Memory and Neural Computing · Conducting polymers and applications · Neuroscience and Neural Engineering

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

National Engineering Lab of Special Display Technology, State Key Lab of Advanced Display Technology, Academy of Optoelectronic Technology, Hefei University of Technology, Hefei 230009, China

Intelligent Interconnected Systems Laboratory of Anhui, Anhui Province Key Laboratory of Measuring Theory and Precision Instrument, School of Instrument Science and Optoelectronic Engineering, Hefei University of Technology, Hefei 230009, China

Institute of Photoelectronic Thin Film Devices and Technology Key Laboratory of Photoelectronic Thin Film Devices and Technology of Tianjin, College of Electronic Information and Optical Engineering, Nankai University, Tianjin 300350, P. R. China

Funding

National Key Research and Development Program of China · National Natural Science Foundation of China · Natural Science Foundation of Hefei

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