Tullio Mancini

University of Southampton

University Rd.

Southampton SO17 1BJ, Hampshire SO17 1LP

United Kingdom

SCHOLARLY PAPERS

4

DOWNLOADS

317

SSRN CITATIONS

2

CROSSREF CITATIONS

0

Scholarly Papers (4)

1.

Machine Learning the Carbon Footprint of Bitcoin Mining

Number of pages: 49 Posted: 06 Aug 2020
Hector F. Calvo-Pardo, Tullio Mancini and Jose Olmo
University of Southampton, University of Southampton and Universidad de Zaragoza
Downloads 163 (272,639)

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Machine Learning, Carbon Footprint, Cryptocurrencies, Now-casting, Feed-forward Neural Networks, Climate Change

2.

Granger Causality Detection in High-Dimensional Systems Using Feedforward Neural Networks

Number of pages: 62 Posted: 19 Mar 2020
Hector F. Calvo-Pardo, Tullio Mancini and Jose Olmo
University of Southampton, University of Southampton and Universidad de Zaragoza
Downloads 86 (435,692)

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Granger-causality, lasso penalty function, mutual information, neural networks, sparsity

3.

Optimal Deep Neural Networks by Maximization of the Approximation Power

Number of pages: 35 Posted: 12 May 2020 Last Revised: 11 Jun 2020
Hector F. Calvo-Pardo, Tullio Mancini and Jose Olmo
University of Southampton, University of Southampton and Universidad de Zaragoza
Downloads 68 (493,846)
Citation 2

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Deep neural networks, shallow networks, universal approximation theorem, ReLu activation function, Boston Housing dataset

4.

Machine Learning the Carbon Footprint of Bitcoin Mining

CEPR Discussion Paper No. DP16267
Number of pages: 52 Posted: 14 Jul 2021
Hector F. Calvo Pardo, Tullio Mancini and Jose Olmo
University of Southampton - Economics Division, University of Southampton and Universidad de Zaragoza
Downloads 0 (970,296)
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