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

door Bianchi, Stefano, Muñoz-Martin, Irene, Ielmini, Daniele
Gepubliceerd in Front Neurosci (2020)

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

door Wang, Zhongqiang, Ambrogio, Stefano, Balatti, Simone, Ielmini, Daniele
Gepubliceerd in Front Neurosci (2015)

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

door Sun, Zhong, Pedretti, Giacomo, Bricalli, Alessandro, Ielmini, Daniele
Gepubliceerd in Sci Adv (2020)

Memristive and CMOS Devices for Neuromorphic Computing

door Milo, Valerio, Malavena, Gerardo, Monzio Compagnoni, Christian, Ielmini, Daniele
Gepubliceerd in Materials (Basel) (2020)

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

door Sun, Zhong, Pedretti, Giacomo, Ambrosi, Elia, Bricalli, Alessandro, Wang, Wei, Ielmini, Daniele
Gepubliceerd in Proc Natl Acad Sci U S A (2019)

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

door Ambrogio, Stefano, Ciocchini, Nicola, Laudato, Mario, Milo, Valerio, Pirovano, Agostino, Fantini, Paolo, Ielmini, Daniele
Gepubliceerd in Front Neurosci (2016)

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

door Wang, Wei, Pedretti, Giacomo, Milo, Valerio, Carboni, Roberto, Calderoni, Alessandro, Ramaswamy, Nirmal, Spinelli, Alessandro S., Ielmini, Daniele
Gepubliceerd in Sci Adv (2018)

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

door Wang, Wei, Wang, Ming, Ambrosi, Elia, Bricalli, Alessandro, Laudato, Mario, Sun, Zhong, Chen, Xiaodong, Ielmini, Daniele
Gepubliceerd in Nat Commun (2019)

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

door Wang, Zhongqiang, Zeng, Tao, Ren, Yanyun, Lin, Ya, Xu, Haiyang, Zhao, Xiaoning, Liu, Yichun, Ielmini, Daniele
Gepubliceerd in Nat Commun (2020)

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

door Wang, Wei, Song, Wenhao, Yao, Peng, Li, Yang, Van Nostrand, Joseph, Qiu, Qinru, Ielmini, Daniele, Yang, J. Joshua
Gepubliceerd in iScience (2020)