Matthias Freiberger

All-Optical Reservoir Computing on a Photonic Chip Using Silicon-Based Ring Resonators

Florian Denis-le Coarer, Marc Sciamanna, Andrew Katumba et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2018 · 104 citations · Full text

Optical Materials, Engineering, Integrated Photonics +17

Photonic neuromorphic information processing and reservoir computing

Alessio Lugnan, Andrew Katumba, Floris Laporte et al. · APL Photonics · 2020 · 94 citations · Full text

Photonics, Engineering, Physics +13

Improving Time Series Recognition and Prediction With Networks and Ensembles of Passive Photonic Reservoirs

Matthias Freiberger, Stijn Sackesyn, Chonghuai Ma et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2019 · 50 citations · Full text

Time Series Recognition, Multiple Reservoirs, Engineering +22

Neuromorphic Computing Based on Silicon Photonics and Reservoir Computing

Andrew Katumba, Matthias Freiberger, Floris Laporte et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2018 · 46 citations · Full text

Engineering, Biomedical Engineering, Neurochip +16

A Multiple-Input Strategy to Efficient Integrated Photonic Reservoir Computing

Andrew Katumba, Matthias Freiberger, Peter Bienstman et al. · Cognitive Computation · 2017 · 45 citations · Full text

Multiple-input Strategy, Photonics, Engineering +7