I. Muñoz-Martín

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 4

Top Topics

Stochastic Resonance

Hardware Implementation

Unsupervised Learning

Top Venues

Publications

L. Pistolesi, Artem Glukhov, Amadeo de Gracia Herranz, M. Lopez-Vallejo, Marcella Carissimi, Marco Pasotti, Pier Luigi Rolandi, Andrea Redaelli, I. Muñoz-Martín, S. Bianchi, A. Bonfanti, Daniele Ielmini
Drift Compensation in Multilevel PCM for in-Memory Computing Accelerators. IRPS (2024)
Stefano Bianchi, I. Muñoz-Martín, S. Hashemkhani, Giacomo Pedretti, Daniele Ielmini
A Bio-Inspired Recurrent Neural Network with Self-Adaptive Neurons and PCM Synapses for Solving Reinforcement Learning Tasks. ISCAS (2020)
I. Muñoz-Martín, Stefano Bianchi, S. Hashemkhani, Giacomo Pedretti, Daniele Ielmini
Hardware Implementation of PCM-Based Neurons with Self-Regulating Threshold for Homeostatic Scaling in Unsupervised Learning. ISCAS (2020)
Stefano Bianchi, I. Muñoz-Martín, Giacomo Pedretti, O. Melnic, Stefano Ambrogio, Daniele Ielmini
Energy-efficient continual learning in hybrid supervised-unsupervised neural networks with PCM synapses. VLSI Circuits (2019)