S. Bianchi

Memristive neural network for on-line learning and tracking with brain-inspired spike timing dependent plasticity

Giacomo Pedretti, Valerio Milo, Stefano Ambrogio et al. · Scientific Reports · 2017 · 165 citations · Full text

Life Sciences, Bioengineering, Neural Engineering +15

Stochastic Learning in Neuromorphic Hardware via Spike Timing Dependent Plasticity With RRAM Synapses

Giacomo Pedretti, Valerio Milo, Stefano Ambrogio et al. · IEEE Journal on Emerging and Selected Topics in Circuits and Systems · 2017 · 51 citations · Full text

Life Sciences, Computer Engineering, Neural Engineering +16

A self-adaptive hardware with resistive switching synapses for experience-based neurocomputing

S. Bianchi, Irene Muñoz-Martín, Erika Covi et al. · Nature Communications · 2023 · 50 citations · Full text

Computing, Autonomous Systems, Computer Science +17

Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks

Irene Muñoz-Martín, S. Bianchi, Giacomo Pedretti et al. · IEEE Journal on Exploratory Solid-State Computational Devices and Circuits · 2019 · 41 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

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

Irene Muñoz-Martín, S. Bianchi, Shahin Hashemkhani et al. · Frontiers in Neuroscience · 2021 · 26 citations · Full text

Life Sciences, Autonomous Systems, Bioengineering +17