Ian Bauwens

Pleinlaan 2
1050 Brussels
Belgium
Pleinlaan 2
1050 Brussel
Belgium

Onderzoeksresultaten per jaar

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Vingerafdruk

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1 Soortgelijke profielen

12 Citaties
2 h-index
6 Conference paper
5 Poster
3 Article

How photonic reservoirs improve the performance of deep neural networks
Bauwens, I., 24 nov 2023, How photonic reservoirs improve the performance of deep neural networks.
Onderzoeksoutput: Conference paper
Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal
Bauwens, I., Harkhoe, K. K., Bienstman, P., Verschaffelt, G. & Van Der Sande, G., 30 jun 2023, Conference on Lasers and Electro-Optics/Europe (CLEO/Europe 2023). Optica Publishing Group (formerly OSA): https://opg.optica.org/, blz. 5-5 1 blz.
Onderzoeksoutput: Conference paper

Open Access
Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal
Bauwens, I., Harkhoe, K. K., Bienstman, P., Verschaffelt, G. & Van Der Sande, G., 30 jun 2023.
Onderzoeksoutput: Poster
Photonic delay-based reservoir computers as deep neural network preprocessors
Bauwens, I., Van Der Sande, G., Bienstman, P. & Verschaffelt, G., 30 jun 2023, Conference on Lasers and Electro-Optics/Europe (CLEO/Europe 2023). Optica Publishing Group (formerly OSA): https://opg.optica.org/, blz. 8-8 1 blz.
Onderzoeksoutput: Conference paper

Open Access
Photonic delay-based reservoir computers as deep neural network preprocessors
Bauwens, I., Van Der Sande, G., Bienstman, P. & Verschaffelt, G., 30 jun 2023.
Onderzoeksoutput: Poster

1 Talk or presentation at a conference

How photonic reservoirs improve the performance of deep neural networks
Ian Bauwens (Speaker), Guy Van Der Sande (Contributor), Peter Bienstman (Contributor) & Guy Verschaffelt (Contributor)
24 nov 2023
Activiteit: Talk or presentation at a conference

Ian Bauwens

Vingerafdruk

Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar

Duik in details

How photonic reservoirs improve the performance of deep neural networks

Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal

Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal

Photonic delay-based reservoir computers as deep neural network preprocessors

Photonic delay-based reservoir computers as deep neural network preprocessors

How photonic reservoirs improve the performance of deep neural networks

Ian Bauwens

Vingerafdruk

Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar

Onderzoeksoutput

How photonic reservoirs improve the performance of deep neural networks

Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal

Improving the performance of photonic delay-based reservoir computing by phase modulating the input signal

Photonic delay-based reservoir computers as deep neural network preprocessors

Photonic delay-based reservoir computers as deep neural network preprocessors

Activiteiten

How photonic reservoirs improve the performance of deep neural networks