Publication Statistics

70	All-optical reservoir computing on a photonic chip using silicon-based ring resonators, F. Denis-le Coarer, M. Sciamanna, A. Katumba, M. Freiberger, J. Dambre, P. Bienstman, D. Rontani, IEEE Journal on Selected Topics in Quantum Electronics, 24(6), doi:10.1109/JSTQE.2018.2836985 (2018)
63	Photonic neuromorphic information processing and reservoir computing, A. Lugnan, A. Katumba, F. Laporte, M. Freiberger, S. Sackesyn, C. Ma, E.J.C. Gooskens, J. Dambre, P. Bienstman, APL Photonics (invited), 5, p.020901 doi:10.1063/1.5129762 (2020)
61	Numerical demonstration of neuromorphic computing with photonic crystal cavities, F. Laporte, A. Katumba, J. Dambre, P. Bienstman, Optics Express, 26(7), p.7955-7964 doi:10.1364/OE.26.007955 (2018)
47	Low-Loss Photonic Reservoir Computing with Multimode Photonic Integrated Circuits, A. Katumba, J. Heyvaert, B. Schneider, S. Uvin, J. Dambre, P. Bienstman, Scientific Reports, 8(1), p.2653 doi:10.1038/s41598-018-21011-x (2018)
43	Neuromorphic computing based on silicon photonics and reservoir computing, A. Katumba, M. Freiberger, F. Laporte, A. Lugnan, S. Sackesyn, C. Ma, J. Dambre, P. Bienstman, IEEE Journal on Selected Topics in Quantum Electronics (invited), 24(6), p.8300310 (10 pages) doi:10.1109/JSTQE.2018.2821843 (2018)

63	Photonic neuromorphic information processing and reservoir computing, A. Lugnan, A. Katumba, F. Laporte, M. Freiberger, S. Sackesyn, C. Ma, E.J.C. Gooskens, J. Dambre, P. Bienstman, APL Photonics (invited), 5, p.020901 doi:10.1063/1.5129762 (2020)
34	A Neuromorphic Silicon Photonics Nonlinear Equalizer for Optical Communication with Intensity Modulation and Direct-Detection, A. Katumba, X. Yin, J. Dambre, P. Bienstman, Journal of Lightwave Technologies, 37(10), p.2232-2239 doi:10.1109/JLT.2019.2900568 (2019)
27	Improving time series prediction with networks and ensembles of passive photonic reservoirs, M. Freiberger, C. Ma, S. Sackesyn, A. Katumba, P. Bienstman, J. Dambre, IEEE Journal of Selected Topics in Quantum Electronics (invited), 26(1), p.7700611 doi:10.1109/JSTQE.2019.2929699 (2020)
27	Training Passive Photonic Reservoirs with Integrated Optical Readout, M. Freiberger, A. Katumba, P. Bienstman, J. Dambre, IEEE Transactions on Neural Networks and Learning Systems, 30(7), p.1943-1953 doi:10.1109/tnnls.2018.2874571 (2019)
17	Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications, S.G.-C. Carrillo, E.Gemo, X. Li, N. Youngblood, A. Katumba, P. Bienstman, W. Pernice, H. Bhaskaran, C.D. Wright, APL Materials, 7, p.091113 doi:10.1063/1.5111840 (2019)