Luca Pedrelli

Publications

• ReservoirPy: An Efficient and User-Friendly Library to Design Echo State Networks
  Nathan Trouvain, Luca Pedrelli, Thanh Trung Dinh, Xavier Hinaut.
  Artificial Neural Networks and Machine Learning – ICANN 2020. 2020-01-01. : 494-505.
  10.1007/978-3-030-61616-8_40
• Fast Spectral Radius Initialization for Recurrent Neural Networks
  Claudio Gallicchio, Alessio Micheli, Luca Pedrelli.
  Proceedings of the International Neural Networks Society. 2019-04-03. : 380-390.
  10.1007/978-3-030-16841-4_39
• Design of deep echo state networks
  Claudio Gallicchio, Alessio Micheli, Luca Pedrelli.
  Neural Networks. 2018-12-01. 108 : 33-47.
  10.1016/j.neunet.2018.08.002
• Hierarchical temporal representation in linear reservoir computing
  Claudio Gallicchio, Alessio Micheli, Luca Pedrelli.
  Neural Advances in Processing Nonlinear Dynamic Signals. 2018-07-22. : 119-129.
  10.1007/978-3-319-95098-3_11
• Deep reservoir computing: A critical experimental analysis
  Claudio Gallicchio, Alessio Micheli, Luca Pedrelli.
  Neurocomputing. 2017-12-01. 268 : 87-99.
  10.1016/j.neucom.2016.12.089
• A learning system for automatic Berg Balance Scale score estimation
  Davide Bacciu, Stefano Chessa, Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Erina Ferro, Luigi Fortunati, Davide La Rosa, Filippo Palumbo, Federico Vozzi, Oberdan Parodi.
  Engineering Applications of Artificial Intelligence. 2017-11-01. 66 : 60-74.
  10.1016/j.engappai.2017.08.018
• A reservoir computing approach for balance assessment
  Claudio Gallicchio, Alessio Micheli, Luca Pedrelli, Luigi Fortunati, Federico Vozzi, Oberdan Parodi.
  Lecture Notes in Computer Science. 2016-01-01. : 65-77.
  10.1007/978-3-319-44412-3_5