Workshop Program

14:30 Welcome remarks

• Full Paper: Collaborative Awareness in Modular Dynamical Systems. Giacomo Lagomarsini, Andrea Ceni, Andrea Cossu, Davide Bacciu, Claudio Gallicchio.

• Full Paper: Empirical Boundaries of Reservoir Computing for Few-Shot Sequence Pattern Tasks. Mario Mallea, Àngela Nebot, Francisco Mugica.

• Full Paper: Modular Reservoir Designs of Randomized Ising Models for Graphs. Leonardo Bandiera Marlia, Maria Grazia Berni, Alessio Micheli, Domenico Tortorella.

• Full Paper: DynGESN for Motor Imagery and Execution Recognition on EEG Signals. Matteo Cherubini, Alessio Micheli, Domenico Tortorella, Alessandro E.P. Villa.

• Extended Abstract: Recurrent-Kernel Dynamic Mode Decomposition for Limit Cycles in Excitable Systems. Hiromichi Suetani, Shotaro Akaho, Ulrich Parlitz.

• Extended Abstract: Semantic Processing in Continuously Deep and Connectome Reservoirs: The Advantage of Shortcut Connections. Peter Dominey.

• Extended Abstract: Diffusion models for gradient-based design and optimisation of physical reservoir computing substrates. Jack Griffiths, Rawana Yagan, Thomas Hayward, Matthew Ellis.

• Extended Abstract: A Frequency-Resolved Task-Aware Diagnostic Pipeline for Reservoir Computing. Jia Jin Teh, Matthew Ellis, Eleni Vasilaki.

• Extended Abstract: Cavity Solitons as a Nonlinear Substrate for Photonic Neuromorphic Computing. Amir Arsalan Arabieh.

• Extended Abstract: Photonic delay Reservoir with enhanced dynamical features. Laurent Larger.

18:00 Concluding remarks