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I. Muñoz-Martín
Publication Activity (10 Years)
Years Active: 2019-2020
Publications (10 Years): 3
Top Topics
Neural Network
Processing Elements
Hardware Implementation
Unsupervised Learning
Top Venues
ISCAS
VLSI Circuits
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Publications
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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)