Irene Muñoz-Martín

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

S. Bianchi, Irene Muñoz-Martín, Erika Covi et al. · Nature Communications · 2023 · 45 citations · Full text

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 · 40 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +18

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 · 23 citations · Full text

Engineering, Neural Network, Neural Network Accelerators +21

A Multilayer Neural Accelerator With Binary Activations Based on Phase-Change Memory

Marco Bertuletti, Irene Muñoz-Martín, S. Bianchi et al. · IEEE Transactions on Electron Devices · 2023 · 18 citations · Full text

Engineering, Conductance Drift, Analog Design +20

A Compact Model for Stochastic Spike-Timing-Dependent Plasticity (STDP) Based on Resistive Switching Memory (RRAM) Synapses

S. Bianchi, Giacomo Pedretti, Irene Muñoz-Martín et al. · IEEE Transactions on Electron Devices · 2020 · 17 citations · Full text