You can find an updated list on Google Scholar.


  1. Daniele Di Sarli, Claudio Gallicchio, Alessio Micheli:
    On the effectiveness of Gated Echo State Networks for data exhibiting long-term dependencies [pdf]
    Computer Science and Information Systems, Vol. 19, No. 1, 2022

  2. Davide Bacciu, Antonio Carta, Daniele Di Sarli, Claudio Gallicchio, Vincenzo Lomonaco, Salvatore Petroni:
    Towards Functional Safety Compliance of Recurrent Neural Networks [pdf]
    Proceedings of the 1st International Conference on AI for People: Towards Sustainable AI (CAIP 2021), EAI

  3. Daniele Di Sarli, Claudio Gallicchio, Alessio Micheli:
    Gated Echo State Networks: a preliminary study. [pdf]
    International Conference on INnovations in Intelligent SysTems and Applications. IEEE, 2020.

  4. Davide Bacciu, Daniele Di Sarli, Pouria Faraji, Claudio Gallicchio, Alessio Micheli:
    Federated Reservoir Computing Neural Networks. [pdf]
    Proceedings of the International Joint Conference on Neural Networks (IJCNN 2021), IEEE

  5. Davide Bacciu, Daniele Di Sarli, Claudio Gallicchio, Alessio Micheli, Niccolò Puccinelli:
    Benchmarking Reservoir and Recurrent Neural Networks for Human State and Activity Recognition. [pdf]
    Proceedings of the 16th International Work Conference on Artificial Neural Networks (IWANN 2021)

  6. Davide Bacciu, Siranush Akarmazyan, Eric Armengaud, Manlio Bacco, George Bravos, Calogero Calandra, Emanuele Carlini, Antonio Carta, Pietro Cassara, Massimo Coppola, Charalampos Davalas, Patrizio Dazzi, Maria Carmela Degennaro, Daniele Di Sarli, Jürgen Dobaj, Claudio Gallicchio, Sylvain Girbal, Alberto Gotta, Riccardo Groppo, Vincenzo Lomonaco, Georg Macher, Daniele Mazzei, Gabriele Mencagli, Dimitrios Michail, Alessio Micheli, Roberta Peroglio, Salvatore Petroni, Rosaria Potenza, Farank Pourdanesh, Christos Sardianos, Konstantinos Tserpes, Fulvio Tagliabò, Jakob Valtl, Iraklis Varlamis, Omar Veledar:
    TEACHING – Trustworthy autonomous cyber-physical applications through human-centred intelligence. [pdf]
    Proceedings of the 2021 IEEE International Conference on Omni-layer Intelligent systems (IEEE COINS 2021)

  7. Daniele Di Sarli, Claudio Gallicchio, Alessio Micheli:
    Text classification by untrained sentence embeddings.
    Intelligenza Artificiale, 2020

  8. Daniele Di Sarli, Claudio Gallicchio, Alessio Micheli:
    Question Classification with Untrained Recurrent Embeddings. [pdf]
    International Conference of the Italian Association for Artificial Intelligence. Springer, Cham, 2019.

  9. Daniele Di Sarli, Claudio Gallicchio, Alessio Micheli:
    ITAmoji 2018: Emoji Prediction via Tree Echo State Networks. [pdf]
    Proceedings of the Sixth Evaluation Campaign of Natural Language processing and Speech Tools for Italian (EVALITA 2018), Torino, Italy

  10. Daniele Di Sarli, Filippo Geraci:
    GFS: a Graph-based File System Enhanced with Semantic Features. [pdf]
    International Conference on Information System and Data Mining, Charleston, SC, USA