2 papers
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…
cs.LG2024
Adaptive control of recurrent neural networks using conceptors
Guillaume Pourcel, Mirko Goldmann, Ingo Fischer +1
Recurrent Neural Networks excel at predicting and generating complex high-dimensional temporal patterns. Due to their inherent nonlinear dynamics and memory, they can learn unbound…