Bio-Inspired Techniques in a Fully Digital Approach for Lifelong Learning

por Bianchi, Stefano, Muñoz-Martin, Irene, Ielmini, Daniele
Publicado 2020

A 2-transistor/1-resistor artificial synapse capable of communication and stochastic learning in neuromorphic systems

por Wang, Zhongqiang, Ambrogio, Stefano, Balatti, Simone, Ielmini, Daniele
Publicado 2015

One-step regression and classification with cross-point resistive memory arrays

por Sun, Zhong, Pedretti, Giacomo, Bricalli, Alessandro, Ielmini, Daniele
Publicado 2020

Memristive and CMOS Devices for Neuromorphic Computing

por Milo, Valerio, Malavena, Gerardo, Monzio Compagnoni, Christian, Ielmini, Daniele
Publicado 2020

Editorial: Novel materials, devices and solutions for brain-inspired sensing and computing

por Monzio Compagnoni, Christian, Yu, Shimeng, Zhao, Weisheng, Ielmini, Daniele
Publicado 2022

Solving matrix equations in one step with cross-point resistive arrays

por Sun, Zhong, Pedretti, Giacomo, Ambrosi, Elia, Bricalli, Alessandro, Wang, Wei, Ielmini, Daniele
Publicado 2019

A Brain-Inspired Homeostatic Neuron Based on Phase-Change Memories for Efficient Neuromorphic Computing

por Muñoz-Martin, Irene, Bianchi, Stefano, Hashemkhani, Shahin, Pedretti, Giacomo, Melnic, Octavian, Ielmini, Daniele
Publicado 2021

Unsupervised Learning by Spike Timing Dependent Plasticity in Phase Change Memory (PCM) Synapses

por Ambrogio, Stefano, Ciocchini, Nicola, Laudato, Mario, Milo, Valerio, Pirovano, Agostino, Fantini, Paolo, Ielmini, Daniele
Publicado 2016

A CMOS–memristor hybrid system for implementing stochastic binary spike timing-dependent plasticity

por Ahmadi-Farsani, Javad, Ricci, Saverio, Hashemkhani, Shahin, Ielmini, Daniele, Linares-Barranco, Bernabé, Serrano-Gotarredona, Teresa
Publicado 2022

Learning of spatiotemporal patterns in a spiking neural network with resistive switching synapses

por Wang, Wei, Pedretti, Giacomo, Milo, Valerio, Carboni, Roberto, Calderoni, Alessandro, Ramaswamy, Nirmal, Spinelli, Alessandro S., Ielmini, Daniele
Publicado 2018

Surface diffusion-limited lifetime of silver and copper nanofilaments in resistive switching devices

por Wang, Wei, Wang, Ming, Ambrosi, Elia, Bricalli, Alessandro, Laudato, Mario, Sun, Zhong, Chen, Xiaodong, Ielmini, Daniele
Publicado 2019

Toward a generalized Bienenstock-Cooper-Munro rule for spatiotemporal learning via triplet-STDP in memristive devices

por Wang, Zhongqiang, Zeng, Tao, Ren, Yanyun, Lin, Ya, Xu, Haiyang, Zhao, Xiaoning, Liu, Yichun, Ielmini, Daniele
Publicado 2020

Integration and Co-design of Memristive Devices and Algorithms for Artificial Intelligence

por Wang, Wei, Song, Wenhao, Yao, Peng, Li, Yang, Van Nostrand, Joseph, Qiu, Qinru, Ielmini, Daniele, Yang, J. Joshua
Publicado 2020

An energy-efficient in-memory computing architecture for survival data analysis based on resistive switching memories

por Baroni, Andrea, Glukhov, Artem, Pérez, Eduardo, Wenger, Christian, Calore, Enrico, Schifano, Sebastiano Fabio, Olivo, Piero, Ielmini, Daniele, Zambelli, Cristian
Publicado 2022

Ionic-electronic halide perovskite memdiodes enabling neuromorphic computing with a second-order complexity

por John, Rohit Abraham, Milozzi, Alessandro, Tsarev, Sergey, Brönnimann, Rolf, Boehme, Simon C., Wu, Erfu, Shorubalko, Ivan, Kovalenko, Maksym V., Ielmini, Daniele
Publicado 2022

Hybrid 2D–CMOS microchips for memristive applications

por 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
Publicado 2023