FARRONATO, MATTEO
FARRONATO, MATTEO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
3-D Crosspoint (3DXP) Memory Arrays With Subthreshold Operation for Low-Energy, High-Accuracy Neural Network Accelerators
2025-01-01 Carletti, F.; Farronato, M.; Hu, Giuseppe Yi Cheng; Lepri, N.; Tortorelli, I.; Pirovano, A.; Fantini, P.; Ielmini, D.
3-D Vertical Resistive Switching Random Access Memory (3D-VRRAM) With Multilevel Programming for High-Density, Energy-Efficient In-Memory Computing
2025-01-01 Bridarolli, D.; Zucchelli, C.; Mannocci, P.; Ricci, S.; Farronato, M.; Pedretti, G.; Sun, Z.; Ielmini, D.
Emerging Materials and Computing Paradigms for Temporal Signal Analysis
2025-01-01 Zhang, Teng; Wozniak, Stanislaw; Syed, Ghazi Sarwat; Mannocci, Piergiulio; Farronato, Matteo; Ielmini, Daniele; Sebastian, Abu; Yang, Yuchao
Forming-Free Resistive Switching Memory Crosspoint Arrays for In-Memory Machine Learning
2022-01-01 Ricci, S; Mannocci, P; Farronato, M; Hashemkhani, S; Ielmini, D
High-Accuracy, High-Performance In-Memory Computing With High-Resistance Spin-Orbit Torque (SOT) Magnetic Memory
2025-01-01 Carletti, F.; Song, M. Y.; Ambrosi, E.; Hu, C. Y.; Hsu, C. F.; Mannocci, P.; Chen, G. L.; Wang, I. J.; Chen, K. M.; Hsin, Y. C.; Farronato, M.; Bao, X. Y.; Ielmini, D.
Hybrid 2D-CMOS microchips for memristive applications
2023-01-01 Zhu, Kaichen; Pazos, Sebastian; Aguirre, Fernando; Shen, Yaqing; Yuan, Yue; Zheng, Wenwen; Alharbi, Osamah; Villena, Marco A; Fang, Bin; Li, Xinyi; Milozzi, Alessandro; Farronato, Matteo; Muñoz-Rojo, Miguel; Wang, Tao; Li, Ren; Fariborzi, Hossein; Roldan, Juan B; Benstetter, Guenther; Zhang, Xixiang; Alshareef, Husam N; Grasser, Tibor; Wu, Huaqiang; Ielmini, Daniele; Lanza, Mario
In-Memory Computing for Machine Learning and Deep Learning
2023-01-01 Lepri, N.; Glukhov, A.; Cattaneo, L.; Farronato, M.; Mannocci, P.; Ielmini, D.
In-memory computing with emerging memory devices: Status and outlook
2023-01-01 Mannocci, P.; Farronato, M.; Lepri, N.; Cattaneo, L.; Glukhov, A.; Sun, Z.; Ielmini, D.
Memtransistor Devices Based on MoS 2 Multilayers with Volatile Switching due to Ag Cation Migration
2022-01-01 Farronato, Matteo; Melegari, Margherita; Ricci, Saverio; Hashemkhani, Shahin; Bricalli, Alessandro; Ielmini, Daniele
Neuromorphic Motion Detection and Orientation Selectivity by Volatile Resistive Switching Memories
2020-01-01 Wang, Wei; Covi, Erika; Milozzi, Alessandro; Farronato, Matteo; Ricci, Saverio; Sbandati, Caterina; Pedretti, Giacomo; Ielmini, Daniele
Programming Characteristics of Electrochemical Random Access Memory (ECRAM)—Part I: Experimental Study
2024-01-01 Porzani, M.; Ricci, S.; Farronato, M.; Ielmini, D.
Programming Characteristics of Electrochemical Random Access Memory (ECRAM)—Part II: Physics-Based Modeling
2024-01-01 Porzani, M.; Carletti, F.; Ricci, S.; Farronato, M.; Ielmini, D.
Redox memristors with volatile threshold switching behavior for neuromorphic computing
2022-01-01 Wang, Yu-Hao; Gong, Tian-Cheng; Ding, Ya-Xin; Li, Yang; Wang, Wei; Chen, Zi-Ang; Du, Nan; Covi, Erika; Farronato, Matteo; Ielmini, Daniele; Zhang, Xu-Meng; Luo, Qing
Reservoir Computing with Charge-Trap Memory Based on a MoS2 Channel for Neuromorphic Engineering
2023-01-01 Farronato, Matteo; Mannocci, Piergiulio; Melegari, Margherita; Ricci, Saverio; Compagnoni, Christian Monzio; Ielmini, Daniele
Seizure detection via reservoir computing in MoS2-based charge trap memory devices
2025-01-01 Farronato, Matteo; Mannocci, Piergiulio; Milozzi, Alessandro; Compagnoni, Christian Monzio; Barcellona, Alessandro; Arena, Andrea; Crepaldi, Marco; Panuccio, Gabriella; Ielmini, Daniele
Switching Dynamics of Ag Based Filamentary Volatile Resistive Switching Devices--Part I: Experimental Characterization
2021-01-01 Covi, E.; Wang, W.; Lin, Y.; Farronato, M.; Ambrosi, E.; Ielmini, D.
Switching Dynamics of Ag-Based Filamentary Volatile Resistive Switching Devices--Part II: Mechanism and Modeling
2021-01-01 Wang, W.; Covi, E.; Lin, Y.; Ambrosi, E.; Milozzi, A.; Sbandati, C.; Farronato, M.; Ielmini, D.
Technology Roadmap of Bioinspired Computing Hardware
2026-01-01 Wang, Shuang; Li, Zhiyuan; Pei, Mengjiao; Ren, Qinqi; Deng, Ming; Ang, Kah-Wee; Ascoli, Alon; Banerjee, Sarbajit; Bonnin, Michele; Van De Burgt, Yoeri; Cheng, Bojun; Chua, Leon; Civalleri, Pier Paolo; Corinto, Fernando; Cui, Tie Jun; Das, Saptarshi; Demirkol, Ahmet Samil; Van Dijken, Sebastiaan; Fan, Yijia; Fang, Lu; Farronato, Matteo; Feng, Zi Rui; Gemo, Emanuele; Gilli, Marco; Goswami, Sreetosh; He, Yuhui; Huang, Chaoran; Huang, Qianqian; Hwang, Cheol Seong; Ielmini, Daniele; Jang, Yoon Ho; Kuncic, Zdenka; Lemme, Max Christian; Li, Can; Liang, Shi-Jun; Liu, Keqin; Liu, Shaojie; Luo, Jin; Ma, Qian; Maass, Wolfgang; Mannocci, Piergiulio; Messaris, Ioannis; Miao, Feng; Mikolajick, Thomas; Ntinas, Vasilis; Ponis, John; Prodromakis, Themis; Prousalis, Dimitris; Shao, Qiming; Slesazeck, Stefan; Strachan, John Paul; Tan, Hongwei; Tang, Jianshi; Tetzlaff, Ronald; Tran, Le Phuong Lan; Valov, Ilia; Vorias, Anthony; Wang, Benshan; Wang, Jiangjing; Wang, Shengbo; Wang, Xiaozhe; Wang, Yasai; Wu, Huaqiang; Xia, Qiangfei; Xiao, Kai; Xiao, Zhihua; Xiong, Zheshun; Xu, Tengji; Yang, Ming-Jay; Yang, Yuchao; Yang, Yuekun; Zhang, Wei; Chai, Yang