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

by Stefano Bianchi, Irene Muñoz-Martin, Daniele Ielmini
Published 2020-04-01

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

by Irene Muñoz-Martin, Stefano Bianchi, Shahin Hashemkhani, Giacomo Pedretti, Octavian Melnic, Daniele Ielmini
Published 2021-08-01

Unsupervised Learning to Overcome Catastrophic Forgetting in Neural Networks

by Irene Munoz-Martin, Stefano Bianchi, Giacomo Pedretti, Octavian Melnic, Stefano Ambrogio, Daniele Ielmini
Published 2019-01-01