Talks at International Conferences and Workshops
"Randomized Recurrent Neural Networks", @ ESANN 2018, 26th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 26 April 2018, Bruges (Belgium).
"Experimental Analysis of Deep Echo State Networks for Ambient Assisted Living", 3rd Italian Workshop on Artificial Intelligence for Ambient Assisted Living (AI*AAL.it) co-located with the 16-th International Conference of the Italian Association for Artificial Intelligence (AI*IA), Bari, November 16th, 2017.
"Neural Networks: from Human to machine. And Return.", invited talk at the Internet Festival 2017, 8 October 2017, Pisa (Italy)
"Local Lyapunov Exponents of Deep RNN" within the session on Deep Learning @ ESANN 2017, 25th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 28 April 2017, Bruges (Belgium).
“Randomized Machine Learning approaches: recent development and challenges”, tutorial talk for the Special Session on Randomized Machine Learning @ ESANN 2017, 25th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 26 April 2016, Bruges (Belgium).
“A Reservoir Computing Approach for Human Gesture Recognition from Kinect Data” @ AIxAAL.it 2016, The Second Italian Workshop on Artificial Intelligence for Ambient Assisted Living (AI*AAL.it), co-located with the XV International Conference of the Italian Association for Artificial Intelligence (AI*IA 2016), Genova 28 November 2016.
"An Empirical Study of Hierarchical Dynamics in Deep Reservoir Computing" @ MOD 2016, The Second International Workshop on Machine Learning, Optimization and Big Data An Interdisciplinary Workshop: Machine Learning, Optimization and Data Science without Borders, 26-29 August 2016, Volterra (Italy).
"Deep Reservoir Computing: A Critical Analysis", within the special session on Deep Learning @ ESANN 2016, 24th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 29 April 2016, Bruges (Belgium).
"RSS-based Robot Localization in Critical Environments using Reservoir Computing", within the special session on Regression and mathematical models @ ESANN 2016, 24th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 27 April 2016, Bruges (Belgium).
"Deep Reservoir Computing" @ MLDM.it 2015, 4th ItalianWorkshop on Machine Learning and Data Mining (MLDM.it), Workshop of the XIV Conference of the Italian Association for Artificial Intelligence (AI*IA), 22 September 2015, Ferrara (Italy).
"Learning in Intelligent Sensor Networks" @ MLDM.it 2014, 3rd Italian Workshop on Machine Learning and Data Mining (MLDM), Workshop of the XIII AI*IA Symposium on Artificial Intelligence, 10-11 December 2014, Pisa (Italy).
"A Preliminary Application of Echo State Networks to Emotion Recognition" @ EVALITA 2014, 4th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, Workshop of the XIII AI*IA Symposium on Artificial Intelligence (EVALITA), 11 December 2014, Pisa (Italy).
"Robot Localization by Echo State Networks Using RSS" @ WIRN 2013, 23rd Italian Workshop on Neural Networks, 23-25 May 2013, Vietri sul Mare, Salerno (Italy).
"User Movements Forecasting by Reservoir Computing Using Signal Streams Produced by Mote-Class Sensors" @ Mobilight 2011, 3rd International ICST Conference on Mobile Lightweight Wireless Systems, 9-11 May 2011, Bilbao (Spain).
"Graph Echo State Networks" @ WCCI 2010, 2010 IEEE World Congress on Computational Intelligence (WCCI), 18-23 July 2010 - CCIB, Barcelona (Spain).
Poster Presentations
"Preliminary Experimental Analysis of Reservoir Computing Approach for Balance Assessment" @ ECML-PKDD 2015, 1st International Workshop on Advanced Analytics and Learning on Temporal Data (AALTD), co-located with The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 11 September 2015, Porto, (Portugal).
"Constructive Reservoir Computation with Output Feedbacks for Structured Domains" @ ESANN 2012, 20th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 25-27 April 2012, Bruges (Belgium).
"Exploiting vertices states in GraphESN by weighted nearest neighbor" @ ESANN 2011, 19th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 27-29 April 2011, Bruges (Belgium).
"A Markovian Characterization of Redundancy in Echo State Networks by PCA" @ ESANN2010, 18th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 28-30 April 2010, Bruges (Belgium).
"TreeESN: a Preliminary Experimental Analysis" @ ESANN2010, 18th European Symposium On Artificial Neural Networks, Computational Intelligence and Machine Learning, 28-30 April 2010, Bruges (Belgium).