Yincheng Zhang

Abstract Organic synaptic devices offer a route to flexible and biocompatible neuromorphic computing and human–machine interfaces. However, electrical signal transmission is often nonlinear and poorly reproducible because of interfacial effects and non-uniform electronic processes that can increase energy consumption. Organic all-photonic synapses circumvent electrical transmission but remain limited by nonlinear photochemical and photoisomerization processes.

Bowei Ma and Wenbin Xie contributed equally to this work. B.Ma, W.Xie, Y.Zhang, et al. “Highly Stable Two-Dimensional Conjugated Polymers Enabled by Scalable and Irreversible C─C Cross-Coupling Reactions.” Advanced Materials (2026): e22500. https://doi.org/10.1002/adma.202522500 Conflicts of Interest The authors declare no conflicts of interest. Data Availability Statement The data that support the findings of this study are available in the supplementary material of this article.