-

Publications of Peter Bienstman

Journal papers

  1. Bendix Schneider, Joni Dambre and Peter Bienstman Fast particle characterization using digital holography and neural networks APPLIED OPTICS, Vol. 55(1), pp. 133-139 (2016)
  2. Bendix Schneider, Joni Dambre and Peter Bienstman Using digital masks to enhance the bandwidth tolerance and improve the performance of on-chip reservoir computing systems IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 27(12), pp. 2748-2853 (2016)
  3. Michiel Hermans, Michaël Burm, Thomas Van Vaerenbergh, Joni Dambre and Peter Bienstman Trainable hardware for dynamical computing using error backpropagation through physical media NATURE COMMUNICATIONS, Vol. 6, pp. 8 (2015)
  4. Thomas Van Vaerenbergh, Martin Fiers, Joni Dambre and Peter Bienstman Efficient simulation of optical nonlinear cavity circuits OPTICAL AND QUANTUM ELECTRONICS, Vol. 47(6), pp. 1471-1476 (2015)
  5. Michiel Hermans, Joni Dambre and Peter Bienstman Optoelectronic Systems Trained With Backpropagation Through Time IEEE Transactions on Neural Networks and Learning Systems, pp. (2015)
  6. Michiel Hermans, Miguel C. Soriano, Joni Dambre, Peter Bienstman and Ingo Fischer Photonic delay systems as machine learning implementations JOURNAL OF MACHINE LEARNING RESEARCH, Vol. 16, pp. 2081-2097 (2015)
  7. Cristina Lerma Arce, Steven Van Put, Arne Goes, Elewout Hallynck, Peter Dubruel, Katarzyna Komorowska and Peter Bienstman Reaction tubes : a new platform for silicon nanophotonic ring resonator sensors JOURNAL OF APPLIED PHYSICS, Vol. 115(4), pp. 6 (2014)
  8. Martin Fiers, Thomas Van Vaerenbergh, Francis wyffels, David Verstraeten, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Nanophotonic reservoir computing with photonic crystal cavities to generate periodic patterns IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, Vol. 25(2), pp. 344-355 (2014)
  9. Kristof Vandoorne, Pauline Mechet, Thomas Van Vaerenbergh, Martin Fiers, Geert Morthier, David Verstraeten, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Experimental demonstration of reservoir computing on a silicon photonics chip NATURE COMMUNICATIONS, Vol. 5, pp. 6 (2014)
  10. Michiel Hermans, Benjamin Schrauwen, Peter Bienstman and Joni Dambre Automated design of complex dynamic systems PLOS ONE, Vol. 9(1), pp. 11 (2014)
  11. Koen Alexander, Thomas Van Vaerenbergh, Martin Fiers, Pauline Mechet, Joni Dambre and Peter Bienstman Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response OPTICS EXPRESS, Vol. 21(22), pp. 26182-26191 (2013)
  12. Thomas Van Vaerenbergh, Koen Alexander, Joni Dambre and Peter Bienstman Excitation transfer between optically injected microdisk lasers OPTICS EXPRESS, Vol. 21(23), pp. 28922-28932 (2013)
  13. Thomas Van Vaerenbergh, Joni Dambre, Peter Bienstman, JA Levenson and AM Yacomotti Lumped circuit heat model of photonic crystal membrane nanocavities IEEE JOURNAL OF QUANTUM ELECTRONICS, Vol. 49(11), pp. 967-969 (2013)
  14. Khai Le Quang, Aimi Abass, Björn Maes, Peter Bienstman and Andrea Alù Comparing plasmonic and dielectric gratings for absorption enhancement in thin-film organic solar cells OPTICS EXPRESS, Vol. 20(S1), pp. A39-A50 (2012)
  15. Thomas Van Vaerenbergh, Martin Fiers, Pauline Mechet, Thijs Spuesens, Rajesh Kumar, Geert Morthier, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Cascadable excitability in microrings OPTICS EXPRESS, Vol. 20(18), pp. 20292-20308 (2012)
  16. Martin Fiers, Thomas Van Vaerenbergh, Ken Caluwaerts, Dries Vande Ginste, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Time-domain and frequency-domain modeling of nonlinear optical components at the circuit-level using a node-based approach JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS, Vol. 29(5), pp. 896-900 (2012)
  17. Thomas Van Vaerenbergh, Martin Fiers, Joni Dambre and Peter Bienstman Simplified description of self-pulsation and excitability by thermal and free-carrier effects in semiconductor microcavities PHYSICAL REVIEW A, Vol. 86(6), pp. 8 (2012)
  18. Kristof Vandoorne, Joni Dambre, David Verstraeten, Benjamin Schrauwen and Peter Bienstman Parallel reservoir computing using optical amplifiers IEEE TRANSACTIONS ON NEURAL NETWORKS, Vol. 22(9), pp. 1469-1481 (2011)
  19. Aimi Abass, Honghui Shen, Peter Bienstman and Bjorn Maes Angle insensitive enhancement of organic solar cells using metallic gratings JOURNAL OF APPLIED PHYSICS, Vol. 109(2), pp. 7 (2011)
  20. Kristof Vandoorne, Wouter Dierckx, Benjamin Schrauwen, David Verstraeten, Roel Baets, Peter Bienstman and Jan Van Campenhout Toward optical signal processing using Photonic Reservoir Computing Optics Express, Vol. 16(15), pp. 11182-11192 (2008)

Conference publications

  1. Floris Laporte, Joni Dambre and Peter Bienstman Photorefractive crystals as brain-inspired photonic reservoir computing systems , pp. 151-154 (2016)
  2. Andrew Katumba, Bendix Schneider, Joni Dambre and Peter Bienstman An integrated photonics reservoir computing approach to signal equalization for telecommunications 2016 18TH INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON), pp. 1 (2016)
  3. Rodica Morarescu, Pijush Kumar Pal, Nuria Teigell Beneitez, Jeroen Missinne, Geert Van Steenberge, Peter Bienstman and Geert Morthier Nanoimprint fabrication of hybrid polymer microring resonators operating at very near infrared wavelengths 18th European Conference in Integrated Optics 2016, pp. (2016)
  4. Danae Delbeke, Ananth Subramanian, Paolo Cardile, Wouter Woestenborghs, Alfonso Ruocco, Jan-Willem Hoste, Daan Martens, Ashim Dhakal, Peter Bienstman, Günther Roelkens, Nicolas Le Thomas, Wim Bogaerts and Roel Baets Silicon photonics for on-chip spectrophotometry 12th International Conference on GPF, pp. (2015)
  5. Andrew Katumba, Peter Bienstman and Joni Dambre Photonic reservoir computing approaches to nanoscale computation Proceedings of the Second Annual Conference on Nanoscale Computing and communication, pp. 1-2 (2015)
  6. Bendix Schneider, G Vanmeerbeeck, R Stahl, L Lagae, Joni Dambre and Peter Bienstman Neural network for blood cell classification in a holographic microscopy system 17th International Conference on Transparent Optical Networks, pp. 1-4 (2015)
  7. Thomas Van Vaerenbergh, Koen Alexander, Martin Fiers, Pauline Mechet, Joni Dambre and Peter Bienstman Cascadable excitability in optically injected microdisks Proceedings of SPIE, Vol. 9134, pp. 15 (2014)
  8. Thomas Van Vaerenbergh, Martin Fiers, Joni Dambre and Peter Bienstman An optical delayline based on excitable microrings Photonics Conference 2014, Abstracts, pp. 118-119 (2014)
  9. Cristina Lerma Arce, Arne Goes, Elewout Hallynck, Peter Dubruel, Katarzyna Komorowska, Steven Van Put and Peter Bienstman Silicon nanophotonic ring resonators sensors integrated in reaction tubes Proceedings of SPIE, Vol. 8598, pp. 7 (2013)
  10. Peter Bienstman, Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Bendix Schneider, Benjamin Schrauwen and Joni Dambre Using silicon nanophotonics for digital and analog signal processing with reservoir computing Progress in Electromagnetics Research Symposium, Abstracts, pp. 64-64 (2013)
  11. Thomas Van Vaerenbergh, Martin Fiers, Peter Bienstman and Joni Dambre Towards integrated optical spiking neural networks: delaying spikes on chip 2013 SIXTH RIO DE LA PLATA WORKSHOP ON LASER DYNAMICS AND NONLINEAR PHOTONICS, pp. 2 (2013)
  12. Cristina Lerma Arce, A Goes, Elewout Hallynck, P Dubruel, Katarzyna Komorowska, Steven Van Put and Peter Bienstman Reaction tubes as a platform for silicon nanophotonic ring resonator biosensors OSA Optics & Photonics Congress : Integrated Photonics Research, Silicon, and Nano-Photonics, Proceedings, pp. 3 (2013)
  13. Peter Bienstman, Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Bendix Schneider, David Verstraeten, Benjamin Schrauwen and Joni Dambre Reservoir computing on nanophotonic chips 2012 International symposium on Nonlinear Theory and its Applications, Proceedings, pp. 506-508 (2012)
  14. Martin Fiers, Thomas Van Vaerenbergh, Joni Dambre and Peter Bienstman CAPHE : time-domain and frequency-domain modeling of nonlinear optical components Advanced Photonics Congress, Proceedings, pp. 3 (2012)
  15. Bendix Schneider, Peter Bienstman and Joni Dambre Reduction of analogue bandwidth requirement in photonic on-chip reservoir computing 17th Annual Symposium of the IEEE Photonics Benelux Chapter, Proceedings, pp. 227-230 (2012)
  16. Thomas Van Vaerenbergh, Martin Fiers, Pauline Mechet, Thijs Spuesens, Rajesh Kumar, Geert Morthier, Kristof Vandoorne, Bendix Schneider, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Characterization of cascadable excitability in a silicon-on-insulator microring 17th Annual Symposium of the IEEE Photonics Benelux Chapter, Proceedings, pp. 119-122 (2012)
  17. Thomas Van Vaerenbergh, Martin Fiers, Pauline Mechet, Thijs Spuesens, Rajesh Kumar, Geert Morthier, Kristof Vandoorne, Bendix Schneider, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Self-pulsing and excitability mechanism in silicon-on-insulator microrings Asia Communications and Photonics Conference, Proceedings, pp. 1-3 (2012)
  18. Martin Fiers, Kristof Vandoorne, Thomas Van Vaerenbergh, Joni Dambre, Benjamin Schrauwen and Peter Bienstman Optical information processing : advances in nanophotonic reservoir computing 14th International Conference on Transparant Optical Networks, Proceedings, pp. 3 (2012)
  19. Thomas Van Vaerenbergh, Martin Fiers, Kristof Vandoorne, Bendix Schneider, Joni Dambre and Peter Bienstman Towards a photonics spiking neuron : excitability in a silicon-on-insulator microring 2012 International symposium on Nonlinear Theory and its Applications, Proceedings, pp. 767-770 (2012)
  20. Khai Le Quang, Aimi Abass, Björn Maes, Peter Bienstman and Andrea Alu Using localized plasmon resonances to enhance absorption efficiency in thin-fiml organic solar cells Optical nanostructures and advanced materials for photovoltaics, Proceedings, pp. 3 (2011)
  21. Martin Fiers, Thomas Van Vaerenbergh, Pieter Dumon, K Caluwaerts, Benjamin Schrauwen, Joni Dambre and Peter Bienstman CAPHE : a circuit-level time-domain and frequency-domain modeling tool for nonlinear optical components Proceedings of the 2011 annual symposium of the IEEE Photonics Benelux Chapter, pp. 277-280 (2011)
  22. Kristof Vandoorne, Martin Fiers, Thomas Van Vaerenbergh, David Verstraeten, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Advances in photonic reservoir computing on an integrated platform 2011 13th International conference on transparent optical networks, pp. 4 (2011)
  23. Khai Le Quang, Björn Maes, Peter Bienstman and Aimi Abass Plasmonic nano-antennas for absorption enhancement in thin-film silicon solar cells EUROPHYSICS CONFERENCE ABSTRACTS, Vol. 35A, pp. (2011)
  24. Aimi Abass, Khai Le Quang, Peter Bienstman, Andrea Alu, Björn Maes and Marc Burgelman Combining front and back grating structures for broadband absorption enhancement in thin-film silicon solar cells Optical nanostructures and advanced materials for photovoltaics, Proceedings, pp. 3 (2011)
  25. Kristof Vandoorne, Joni Dambre, David Verstraeten, Benjamin Schrauwen and Peter Bienstman Speech recognition using photonic reservoir computing with semiconductor optical amplifiers Conference proceedings : 2nd international conference on morphological computation, pp. 148-148 (2011)
  26. Kristof Vandoorne, Martin Fiers, David Verstraeten, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Optical signal processing with a network of semiconductor optical amplifiers in the context of photonic reservoir computing Proceedings of SPIE, the International Society for Optical Engineering, Vol. 7972, pp. 7 (2011)
  27. Kristof Vandoorne, Thomas Van Vaerenbergh, Martin Fiers, Peter Bienstman, David Verstraeten, Benjamin Schrauwen and Joni Dambre Photonic reservoir computing and information processing with coupled semiconductor optical amplifiers Fifth 'Rio De La Plata' workshop on laser dynamics and nonlinear photonics, pp. 3 (2011)
  28. Peter Bienstman, Kristof Vandoorne, Martin Fiers, David Verstraeten, Joni Dambre and Benjamin Schrauwen Photonic reservoir computing as a new paradigm for optical information processing Photonics North 2010, pp. 196-196 (2010)
  29. Kristof Vandoorne, Martin Fiers, David Verstraeten, Benjamin Schrauwen, Joni Dambre and Peter Bienstman Photonic reservoir computing : a new approach to optical information processing 2010 12th International Conference on Transparent Optical Networks (ICTON 2010), pp. 4 (2010)
  30. Khai Le Quang, Aimi Abass, Björn Maes and Peter Bienstman Analytical study of enhanced optical absorption of molecules near silver nanoparticles 2010 Advanced photonics and renewable energy : technical digest, pp. 2 (2010)
  31. Björn Maes, Aimi Abass, Honghui Shen and Peter Bienstman Plasmonic absorption enhancement in organic photovoltaics 2010 12th International Conference on Transparent Optical Networks (ICTON 2010), pp. 1 (2010)
  32. Kristof Vandoorne, Joni Dambre, David Verstraeten, Benjamin Schrauwen and Peter Bienstman Delays in photonic reservoir computing with semiconductor optical amplifiers Proceedings of the 2010 annual symposium of the IEEE Photonics Benelux Chapter, pp. 25-28 (2010)
  33. Aimi Abass, Honghui Shen, Peter Bienstman and Björn Maes Increasing polymer solar cell efficiency with triangular silver gratings 2010 Advanced photonics and renewable energy : technical digest, pp. 2 (2010)
  34. Lieven Penninck, Saso Mladenovski, Peter Bienstman and Kristiaan Neyts Extracting waveguided light with periodic gratings Proceedings Vth International Krutyn Summer School 2009, pp. 1 (2009)
  35. Kristof Vandoorne, Wouter Dierckx, Benjamin Schrauwen, David Verstraeten, Peter Bienstman, Roel Baets and Jan Van Campenhout Photonic reservoir computing with coupled semiconductor optical amplifiers LECTURE NOTES IN COMPUTER SCIENCE, Vol. 5172, pp. 46-55 (2008)
  36. Saso Mladenovski, P. Vandersteegen, Kristiaan Neyts, P. Bienstman, V. van Elsbergen and G. Gaertner OLED light outcoupling enhancement by Nelder-Mead layer thickness optimization 2008 International Conference on the Science and Technology of Emissive Displays and Lighting EL 2008 Proceedings, pp. 9-12 (2008)
  37. Dries Van Thourhout, Wim Bogaerts, Joost Brouckaert, Pieter Dumon, G��nther Roelkens, Stijn Scheerlinck, S SELVARAJA, S SCHRAUWEN, Dirk Taillaert, Jan Van Campenhout, Peter Bienstman and Roel Baets Silicon nanophotonics in CMOS 33rd International Conference on Micro- and Nano-Engineering (MNE07), pp. 113-114 (2007)
  38. Peter Vandersteegen, Saso Mladenovski, V VAN ELSBERGEN, G GARTNER, Peter Bienstman, Kristiaan Neyts and Roel Baets Light extraction for a doubly resonant cavity organic LED : the RC2LED Proceedings of SPIE (Organic Light Emitting Materials and Devices XI), presented at Optics + Photonics 2007, pp. 6655-37 (2007)
  39. Dries Van Thourhout, Wim Bogaerts, Joost Brouckaert, Pieter Dumon, Gunther Roelkens, S. Scheerlinck, S. Selvaraja, S. Schrauwen, Dirk Taillaert, Joris Van Campenhout, Peter Bienstman and Roel Baets Silicon nanophotonics on CMOS 33rd International Conference on Micro- and Nano-Engineering: Book of Abstracts, pp. 113-114 (2007)
  40. Roel Baets, Pieter Dumon, Wim Bogaerts, Gunther Roelkens, Joris Van Campenhout, Dirk Taillaert, Joost Brouckaert, Katrien De Vos, Joris Roels, S. Selvaraja, Frederik Van Laere, Peter Bienstman and Dries Van Thourhout Silicon Photonics Proceedings of the International Symposium on VLSI Technology, Systems and Applications, pp. (2007)
  41. Peter Vandersteegen, Angel Ullan Nieto, Carl Van Buggenhout, Steven Verstuyft, Peter Bienstman, Peter Debackere, Kristiaan Neyts and Roel Baets Employing a 2D surface grating to improve light out coupling of a substrate emetting organic LED Proceedings of SPIE: Light-emitting diodes: Research, Manufacturing, and Applications XI, Vol. 6486, pp. 64860H/1-64860H/8 (2007)

  42. P107.321 error: 178;LED (java.sql.SQLException: Invalid column name)

  43. Peter Vandersteegen, Carl Van Buggenhout, Angel Ullan Nieto, Steven Verstuyft, Peter Bienstman, Kristiaan Neyts and Roel Baets Increasing light extraction of a substrate emitting OLED using a 2D surface grating 2006 IEEE LEOS Annual Meeting Conference Proceedings - 2006 - ISBN 0-7803-9556-5, pp. 502-503 (2006)