Visual in-sensor computing (ISC) provides a promising route for reducing redundant data transfer and enabling low-power visual intelligence at the sensor front end. Two-dimensional (2D) material-enabled optoelectronic neuromorphic devices are well suited for this paradigm because their light-matter interaction, tun...
Task-oriented perspective on neuromorphic memristors for artificial intelligence computing. From material systems and device structures to applications, flexibility, and system integration. A critical roadmap toward scalable, manufacturable, and practical neuromorphic hardware. Task-oriented perspective on neuromorphic...
This review systematically reviews representative 2D material systems and typical neuromorphic device architectures, establishes the mapping relationship between device characteristics and artificial neural network computation, and clarifies the advantages of 2D neuromorphic electronic devices in terms of synaptic plas...
Yun-Shuo Zhang, Xu-Fu Wang, Tian-Yu Wang et al.· Advanced Functional Material...· 0 citations
Wearable edge computing devices require novel hardware for high-efficiency data processing. In this work, we proposed novel textile in-memory computing memristor, exhibiting great potential in image compression applications for the first time. The device shows low operation voltage and reliable switching characteristic...
Xingliang Shan, Wen-Xuan Chong, Xu-Fu Wang et al.· IEEE Electron Device Letters· 0 citations
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