Heterogeneous integration of 2D memristor arrays and silicon selectors for compute-in-memory hardware in convolutional neural networks

by Samarth Jain, Sifan Li, Haofei Zheng, Lingqi Li, Xuanyao Fong, Kah Wee Ang
Published 2025

Memristor Array Based on Wafer-scale 2D HfS2 for Dual-mode Physically Unclonable Functions

by Haofei Zheng, Lingqi Li1, Yu-Chieh Chien, Jianwei Chai, Jie Yang, Sifan Li, Samarth Jain, Heng Xiang, Mingxi Chen, Yinfeng Long, Mei Er Pam, Lin Wang, Dongzhi Chi, Kah Wee Ang
Published 2025

Hardware implementation of memristor-based artificial neural networks

by Fernando Aguirre, Abu Sebastian, Manuel Le Gallo, Wenhao Song, Tong Wang, J. Joshua Yang, Wei Lu, Meng-Fan Chang, Daniele Ielmini, Yuchao Yang, Adnan Mehonic, Anthony Kenyon, Marco A. Villena, Juan B. Roldán, Yuting Wu, Hung-Hsi Hsu, Nagarajan Raghavan, Jordi Suñé, Enrique Miranda, Ahmed Eltawil, Gianluca Setti, Kamilya Smagulova, Khaled N. Salama, Olga Krestinskaya, Xiaobing Yan, Kah Wee Ang, Samarth Jain, Sifan Li, Osamah Alharbi, Sebastian Pazos, Mario Lanza
Published 2024