One‐Dimensional Covalent Organic Framework‐Based Multilevel Memristors for Neuromorphic Computing DOI
Pan‐Ke Zhou, Yiping Li, Tao Zeng

et al.

Angewandte Chemie, Journal Year: 2024, Volume and Issue: 136(20)

Published: March 21, 2024

Abstract Memristors are essential components of neuromorphic systems that mimic the synaptic plasticity observed in biological neurons. In this study, a novel approach employing one‐dimensional covalent organic framework (1D COF) films was explored to enhance performance memristors. The unique structural and electronic properties two 1D COF (COF‐4,4′‐methylenedianiline (MDA) COF‐4,4′‐oxydianiline (ODA)) offer advantages for multilevel resistive switching, which is key feature computing applications. By further introducing TiO 2 layer on COF‐ODA film, built‐in electric field between COF‐TiO interfaces could be generated, demonstrating feasibility utilizing COFs as platform constructing memristors with tunable states. nanochannels these structures contributed efficient modulation electrical conductance, enabling precise control over weights circuits. This study also investigated potential COF‐based achieve energy‐efficient high‐density memory devices.

Language: Английский

Dual Redox‐active Covalent Organic Framework‐based Memristors for Highly‐efficient Neuromorphic Computing DOI

Qiongshan Zhang,

Qiang Che,

Dongchuang Wu

et al.

Angewandte Chemie, Journal Year: 2024, Volume and Issue: 136(46)

Published: Aug. 6, 2024

Abstract Organic memristors based on covalent organic frameworks (COFs) exhibit significant potential for future neuromorphic computing applications. The preparation of high‐quality COF nanosheets through appropriate structural design and building block selection is critical the enhancement memristor performance. In this study, a novel room‐temperature single‐phase method was used to synthesize Ta−Cu 3 COF, which contains two redox‐active units: trinuclear copper triphenylamine. resultant were dispersed acid‐assisted exfoliation subsequently spin‐coated fabricate film an indium tin oxide (ITO) substrate. synergistic effect dual centers in film, combined with its distinct crystallinity, significantly reduces redox energy barrier, enabling efficient modulation 128 non‐volatile conductive states Al/Ta−Cu COF/ITO memristor. Utilizing convolutional neural network (CNN) these conductance states, image recognition ten representative campus landmarks successfully executed, achieving high accuracy 95.13 % after 25 training epochs. Compared devices binary exhibits 45.56 improvement enhances efficiency computing.

Language: Английский

Citations

0

Triphenylamine-Based Covalent Organic Framework Films for Dopamine-Responsive Electrofluorochromism DOI

Rui-Zhi Li,

Qing Hao, Xiao‐Rui Ren

et al.

ACS Applied Materials & Interfaces, Journal Year: 2024, Volume and Issue: 16(37), P. 49594 - 49601

Published: Sept. 4, 2024

Covalent organic framework (COF) film with electrofluorochromic (EFC) and electrochromic (EC) properties has been synthesized by using triphenylamine-based monomers. The exhibited a high maximum fluorescence contrast of 151 when subjected to drive voltage 0.75 V vs the Ag/AgCl electrode, causing be quenched, which resulted in EFC process's "fluorescence off" state. switching times for on off states were 0.51 7.79 s, respectively. Over same range, COF also displayed EC properties, achieving 50.23% coloration efficiency 297.4 cm

Language: Английский

Citations

0

Nano‐Metal‐Organic Frameworks and Nano‐Covalent‐Organic Frameworks: Controllable Synthesis and Applications DOI Open Access

Yaxun Hu,

Songtao Zhang, Kun Xu

et al.

Chemistry - An Asian Journal, Journal Year: 2024, Volume and Issue: unknown

Published: Oct. 10, 2024

Abstract Nanoscale framework materials have attracted extensive attention due to their diverse morphology and good properties, synthesis methods of different size structures been reported. Therefore, the relationship between sizes performance has become a research hotspot. This paper reviews controllable strategies nano‐metal‐organic frameworks (nano‐MOFs) nano‐covalent‐organic (nano‐COFs). Firstly, synthetic evolution nano‐frame is summarized. Due special surface area, regular pores adjustable structural functions, much attention. Then preparation nanostructures with dimensions are introduced. These provide basis for design novel energy storage catalytic materials. In addition, latest advances in field catalysis reviewed, emphasis on application nano‐MOFs/COFs zinc‐, lithium‐, sodium‐based batteries, as well supercapacitors.

Language: Английский

Citations

0

One‐Dimensional Covalent Organic Framework‐Based Multilevel Memristors for Neuromorphic Computing DOI
Pan‐Ke Zhou, Yiping Li, Tao Zeng

et al.

Angewandte Chemie, Journal Year: 2024, Volume and Issue: 136(20)

Published: March 21, 2024

Abstract Memristors are essential components of neuromorphic systems that mimic the synaptic plasticity observed in biological neurons. In this study, a novel approach employing one‐dimensional covalent organic framework (1D COF) films was explored to enhance performance memristors. The unique structural and electronic properties two 1D COF (COF‐4,4′‐methylenedianiline (MDA) COF‐4,4′‐oxydianiline (ODA)) offer advantages for multilevel resistive switching, which is key feature computing applications. By further introducing TiO 2 layer on COF‐ODA film, built‐in electric field between COF‐TiO interfaces could be generated, demonstrating feasibility utilizing COFs as platform constructing memristors with tunable states. nanochannels these structures contributed efficient modulation electrical conductance, enabling precise control over weights circuits. This study also investigated potential COF‐based achieve energy‐efficient high‐density memory devices.

Language: Английский

Citations

0