Onderzoeker
Peter Bienstman
- Trefwoorden:Informatie- en communicatietechnologie
Affiliaties
- Toegepaste Natuurkunde en Fotonica (Departement)
Lid
Vanaf1 okt 2007 → 30 sep 2019
Projecten
1 - 1 of 1
- Neuromorfe fotonische informatieverwerking met hoge snelheid en laag vermogenverbruik met chaotische caviteitenVanaf1 jan 2020 → 31 dec 2023Financiering: FWO Onderzoeksproject (incl. WEAVE projecten)
Publicaties
1 - 10 van 10
- How photonic reservoirs improve the performance of deep neural networks(2023)
Auteurs: Ian Bauwens, Guy Van Der Sande, Peter Bienstman, Guy Verschaffelt
Pagina's: 1-4Aantal pagina's: 4 - Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal(2023)
Auteurs: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pagina's: 5-5Aantal pagina's: 1 - Photonic delay-based reservoir computers as deep neural network preprocessors(2023)
Auteurs: Ian Bauwens, Guy Van Der Sande, Peter Bienstman, Guy Verschaffelt
Pagina's: 8-8Aantal pagina's: 1 - Transfer learning for photonic delay-based reservoir computing to compensate parameter drift(2023)
Auteurs: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pagina's: 949-961 - Phase modulation improves performance of delay-based reservoir computing with semiconductor lasers(2022)
Auteurs: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pagina's: 90-94Aantal pagina's: 4 - Using photonic reservoirs as preprocessors for deep neural networks(2022)
Auteurs: Ian Bauwens, Guy Van Der Sande, Peter Bienstman, Guy Verschaffelt
Pagina's: 1-14 - Phase modulation of the input signal improves performance of reservoir computing(2022)
Auteurs: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pagina's: 1-2Aantal pagina's: 2 - Impact of phase modulation on the performance of photonic delay-based reservoir computing with semiconductor lasers(2022)Series: Proceedings of SPIE - The International Society for Optical EngineeringVolume: 12143
Auteurs: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pagina's: 144-151Aantal pagina's: 7 - Influence of the input signal’s phase modulation on the performance of optical delay-based reservoir computing using semiconductor lasers(2022)
Auteurs: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Van Der Sande, Guy Verschaffelt
Pagina's: 13434-13446 - Demonstrating delay-based reservoir computing using a compact photonic integrated chip(2020)
Auteurs: Krishan Kumar Harkhoe, Guy Verschaffelt, Andrew Katumba, Peter Bienstman, Guy Van Der Sande
Pagina's: 3086-3096