Accepted Contributions

Impact of Plasticity-Based Reservoir Adaptation on Spectral Radius and Performance of ESNs. Franziska Weber.

Benchmarking nonlinear readouts in Linear Reservoir Networks. Giacomo Lagomarsini, Andrea Ceni, Claudio Gallicchio.

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.

A Spectral Interpretation of Redundancy in a Graph Reservoir. Anna Bison, Alessandro Sperduti.

Shaping Attractor Landscapes in Boolean Liquid State Machines via STDP and Global Plasticity. Jérémie Cabessa, Alessandro Villa.

The Impact of Readout Strategies on the Memory Capacity of Reservoir Networks. Denis Kleyko, Martin Nilsson.

ResLens: A Visualisation, Optimisation and Descriptive Toolkit for Biologically Inspired Deep Echo State Networks. Robert Clarke.