Researcher
Ian Bauwens
- Keywords (Vrije Universiteit Brussel):Information and communication technology
- Disciplines (Ghent University):Neuromorphic computing
- Disciplines (Vrije Universiteit Brussel):Other computer engineering, information technology and mathematical engineering not elsewhere classified
- See also: Ian Bauwens (Ghent University)
Affiliations
- Applied Physics (Research group)
Member
From15 Sep 2020 → Today - Faculty of Engineering (Faculty)
Member
From27 Aug 2020 → Today - Department of Information technology (Department)
Member
From28 Mar 2022 → Today - Applied Physics and Photonics (Department)
Member
From15 Sep 2020 → Today - Applied Physics and Photonics (Department)
Member
From15 Sep 2020 → 20 Oct 2022
Publications
1 - 9 of 9
- 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 - 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 - 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 - 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