3 papers
cs.NE2026
Photonic reservoir computing with dimensionally compressed readout
Gerald Kobi, Mohab Abdalla, Miguel C. Soriano +1
This work addresses a hardware constraint in reservoir computing: the limited size of the readout layer imposed by systems with a physical readout. We investigate a strategy to acc…
q-bio.NC2026
Determinants of hyperparameter robustness in connectome reservoir computing
Miles Walter Churchland, Raul de Palma Aristides, Jordi Garcia-Ojalvo +3
Reservoir computing provides a controlled setting for studying how recurrent network architectureshapes computation: input signals are projected into a high-dimensional state space…
physics.optics2026
Combined spatially and temporally multiplexed photonic reservoir computer with a diffractively coupled VCSEL-array
Joshua Robertson, Moritz Pfluger, Ingo Fischer +2
We report and analyse the classification performance of an experimental hybrid spatio-temporal photonic reservoir computer based upon a free-space VCSEL array. We demonstrate exper…