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Publications of G. Russo
Articles in journal, book chapters
V. Centorrino
,
A. Gokhale
,
A. Davydov
,
G. Russo
, and
F. Bullo
.
Contractivity of Competitive Neural Networks for Sparse Reconstruction
.
Technical Report
, September 2023. Keyword(s):
Contraction Theory
,
Neural Networks
. [
bibtex-entry
]
V. Centorrino
,
A. Gokhale
,
A. Davydov
,
G. Russo
, and
F. Bullo
.
Euclidean Contractivity of Neural Networks with Symmetric Weights
.
IEEE Control Systems Letters
, 7:1724-1729, 2023.
Keyword(s):
Contraction Theory
,
Neural Networks
. [
bibtex-entry
]
A. Davydov
,
V. Centorrino
,
A. Gokhale
,
G. Russo
, and
F. Bullo
.
Contracting Dynamics for Time-Varying Convex Optimization
.
IEEE Transactions on Automatic Control
, June 2023. Note: Submitted.
Keyword(s):
Contraction Theory
. [
bibtex-entry
]
V. Centorrino
,
F. Bullo
, and
G. Russo
.
Modelling and Contractivity of Neural-Synaptic Networks with Hebbian Learning
.
Automatica
, July 2022. Note: Submitted.
Keyword(s):
Contraction Theory
,
Neural Networks
. [
bibtex-entry
]
Conference articles
V. Centorrino
,
F. Bullo
, and
G. Russo
.
Contraction Analysis of Hopfield Neural Networks with Hebbian Learning
. In
IEEE Conf. on Decision and Control
, Cancun, Mexico, December 2022.
Keyword(s):
Contraction Theory
,
Neural Networks
. [
bibtex-entry
]
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