Researcher
Peter Bienstman
- Keywords:Information and communication technology
Affiliations
- Applied Physics and Photonics (Department)
Member
From1 Oct 2007 → 30 Sep 2019
Projects
1 - 1 of 1
- High-speed low-power neuromorphic photonic information processing with chaotic cavitiesFrom1 Jan 2020 → 31 Dec 2023Funding: FWO research project (including WEAVE projects)
Publications
1 - 10 of 10
- How photonic reservoirs improve the performance of deep neural networks(2023)
Authors: Ian Bauwens, Guy Van Der Sande, Peter Bienstman, Guy Verschaffelt
Pages: 1-4Number of pages: 4 - Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal(2023)
Authors: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pages: 5-5Number of pages: 1 - Photonic delay-based reservoir computers as deep neural network preprocessors(2023)
Authors: Ian Bauwens, Guy Van Der Sande, Peter Bienstman, Guy Verschaffelt
Pages: 8-8Number of pages: 1 - Transfer learning for photonic delay-based reservoir computing to compensate parameter drift(2023)
Authors: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pages: 949-961 - Phase modulation improves performance of delay-based reservoir computing with semiconductor lasers(2022)
Authors: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pages: 90-94Number of pages: 4 - Using photonic reservoirs as preprocessors for deep neural networks(2022)
Authors: Ian Bauwens, Guy Van Der Sande, Peter Bienstman, Guy Verschaffelt
Pages: 1-14 - Phase modulation of the input signal improves performance of reservoir computing(2022)
Authors: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pages: 1-2Number of pages: 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
Authors: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Verschaffelt, Guy Van Der Sande
Pages: 144-151Number of pages: 7 - Influence of the input signal’s phase modulation on the performance of optical delay-based reservoir computing using semiconductor lasers(2022)
Authors: Ian Bauwens, Krishan Kumar Harkhoe, Peter Bienstman, Guy Van Der Sande, Guy Verschaffelt
Pages: 13434-13446 - Demonstrating delay-based reservoir computing using a compact photonic integrated chip(2020)
Authors: Krishan Kumar Harkhoe, Guy Verschaffelt, Andrew Katumba, Peter Bienstman, Guy Van Der Sande
Pages: 3086-3096