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From dynamics to links: a sparse reconstruction of the topology of a neural network Cover

From dynamics to links: a sparse reconstruction of the topology of a neural network

Communications in Applied and Industrial Mathematics
Volume 10 (2019): Issue 2 (January 2019)
By: Giacomo Aletti,  Davide Lonardoni,  Giovanni Naldi and  Thierry Nieus  
Open Access
|May 2019

Authors

Giacomo Aletti

ADAMSS Center, Università degli Studi di Milano, Milano, Italy

Davide Lonardoni

Neuroscience Brain Technology, Istituto Italiano di Tecnologia, Genova, Italy

Giovanni Naldi

ADAMSS Center, Università degli Studi di Milano, Milano, Italy

Thierry Nieus

thierry.nieus@unimi.it

Dipartimento di Scienze Biomediche e Cliniche ‘Luigi Sacco’, Università degli Studi di Milano, Milano, Italy
Neuroscience Brain Technology, Istituto Italiano di Tecnologia, Genova, Italy
DOI: https://doi.org/10.2478/caim-2019-0002 | Journal eISSN: 2038-0909
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Language: English
Page range: 2 - 11
Submitted on: Nov 29, 2016
Accepted on: Nov 13, 2017
Published on: May 11, 2019
Published by: Italian Society for Applied and Industrial Mathemathics
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year
Keywords:
Neural Networks,
Sparse reconstruction,
LASSO method
Related subjects:
Mathematics,
Numerical and computational mathematics,
Applied mathematics

© 2019 Giacomo Aletti, Davide Lonardoni, Giovanni Naldi, Thierry Nieus, published by Italian Society for Applied and Industrial Mathemathics
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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