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Simone Scardapane

  • Postdoctoral Fellow
  • Università degli Studi di Roma La Sapienza - University La Sapienza
  • 7h-indexImpact measure calculated using publication and citation counts. Updated daily.
  • 174CitationsNumber of citations received by Simone's publications. Updated daily.

Other IDs

Research interests

Computational IntelligenceMachine Learning

About

I am a post-doc fellow at Sapienza University (Rome) and an honorary research fellow at the CogBID laboratory of University of Stirling. My research is focused on neural networks, distributed learning, semi-supervised learning, kernel methods and audio classification. I am also available as a freelance consultant, and I like to present machine learning concepts in divulgative events. Before my PhD, I obtained a Bachelor degree in Computer Engineering in 2009, and a Master degree in Artificial Intelligence and Robotics in 2011, during which I visited Tohoku University (Japan) for a summer school. In 2011, I worked for a year as a software developer.

Co-authors (22)

  • Felix Ding
  • Vinicius Cene

Editorships

Cognitive Computation

Associate Editor

2015 - Present

Publications (39)

A Framework for Parallel and Distributed Training of Neural Networks

  • Scardapane S
  • Di Lorenzo P
Neural Networks (2017)
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Advances in Biologically Inspired Reservoir Computing

  • Scardapane S
  • Butcher J
  • Bianchi F
Cognitive Computation (2017)
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Group Sparse Regularization for Deep Neural Networks

  • Scardapane S
  • Comminiello D
  • Hussain A
Neurocomputing (2017)
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On the Use of Deep Recurrent Neural Networks for Detecting Audio Spoofing Attacks

  • Scardapane S
  • Stoffl L
  • Florian R
Proceedings of the 2017 IEEE International Joint Conference on Neural Networks (IJCNN'17) (2017)
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Randomness in neural networks: an overview

  • Scardapane S
  • Wang D
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery (2017)
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Professional experience

Postdoctoral Fellow

Università degli Studi di Roma La Sapienza - University La Sapienza

July 2016 - Present

PhD Student

Università degli Studi di Roma La Sapienza - University La Sapienza

October 2012 - May 2016(4 years)

Software Developer

5 Emme Informatica SpA

November 2011 - October 2012(a year)

Education history

Bachelor of Science

Università Roma Tre - Università degli studi di Roma 3 Rome

September 2017

Master Degree in Artificial Intelligence and Robotics

Università degli Studi di Roma La Sapienza - University La Sapienza

September 2017

Summer School in Robotics

Tohoku University

July 2011