Workshop Program

10:00-10:10 Welcome

10:10-11:00 Invited talk "Perspectives on and of Reservoir Computing" by Mantas Lukoševičius

11:00-11:20 Oral presentation: Benchmarking nonlinear readouts in Linear Reservoir Networks. Giacomo Lagomarsini, Andrea Ceni, Claudio Gallicchio.

11:20-11:40 Oral presentation: The Impact of Readout Strategies on the Memory Capacity of Reservoir Networks. Denis Kleyko, Martin Nilsson.

11:40-12:00 Oral presentation: Investigating Time-Scales in Deep Echo State Networks for Natural Language Processing. Corrado Baccheschi, Alessandro Bondielli, Alessandro Lenci, Alessio Micheli, Lucia Passaro, Marco Podda, Domenic Tortorella.

13:00-14:20 Oral presentation: Impact of Plasticity-Based Reservoir Adaptation on Spectral Radius and Performance of ESNs. Franziska Weber.

13:20-13:40 Oral presentation: A Spectral Interpretation of Redundancy in a Graph Reservoir. Anna Bison, Alessandro Sperduti.

13:40-14:00 Oral presentation: Shaping Attractor Landscapes in Boolean Liquid State Machines via STDP and Global Plasticity. Jérémie Cabessa, Alessandro Villa.

14:00-14:50 Tutorial on ReservoirPy. Presented by Xavier Hinaut.

14:50-15:00 Concluding remarks