| Flow cytometry with event-based vision and spiking neuromorphic hardware S Abreu, M Gouda, A Lugnan, P Bienstman Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 10 | 2023 |
| Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression M Gouda, A Lugnan, J Dambre, G van den Branden, C Posch, ... IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical …, 2023 | 9 | 2023 |
| Training a spiking neural network on an event-based label-free flow cytometry dataset M Gouda, S Abreu, A Lugnan, P Bienstman arXiv preprint arXiv:2303.10632, 2023 | 1 | 2023 |
| Photonic integrated signal processing device C Mesaritakis, A Bogris, P Bienstman, MA Chonghuai, M Gouda US Patent App. 18/579,646, 2024 | | 2024 |
| Clustering and Classification of Fungal Cells and PMMA Microparticles: Unsupervised and Supervised Learning using K-Means, PCA, Logistic Regression and Spiking Neural Networks … M Gouda, S Abreu, P Bienstman 2024 24th International Conference on Transparent Optical Networks (ICTON), 1-4, 2024 | | 2024 |
| Surrogate gradient learning in spiking networks trained on event-based cytometry dataset M Gouda, S Abreu, P Bienstman Optics Express 32 (9), 16260-16272, 2024 | | 2024 |
| Optical computing in silicon photonics: self-adapting ring networks and quantum recurrent neural networks P Bienstman, A Lugnan, S Aggarwal, F Bruckerhoff-Pluckelmann, ... International conference on neuromorphic, natural and physical computing, 1-2, 2023 | | 2023 |
| Event-based vision for improved classification accuracy in label-free flow cytometry MGA Gouda, A Lugnan, J Dambre, G Van den Branden, C Posch, ... IEEE Benelux Photonics Chapter-Annual Symposium 2022, 26-29, 2022 | | 2022 |
| Event-based vision for improved classification accuracy in label-free flow cytometry PB Muhammed Gouda, Alessio Lugnan, Joni Dambre, Gerd van den Branden ... IEEE Benelux Photonics Chapter - Annual Symposium 2022, Netherlands, 2022 | | 2022 |
| Coherent optical computing in silicon photonics P Bienstman, A Lugnan, C Ma, S Sackesyn, E Gooskens, S Masaad, ... CNC 2022: Coherent Network Computing, 2022 | | 2022 |
| Photonic neuromorphic computing using silicon chips P Bienstman, J Dambre, A Lugnan, S Sackesyn, C Ma, E Gooskens, ... bePOM-Belgian Photonics Online Meetup, 2021 | | 2021 |
| Silicon photonics for brain-inspired neuromorphic information processing P Bienstman, J Dambre, A Lugnan, S Sackesyn, C Ma, E Gooskens, ... 1st Workshop on Neuromorphic Photonics, 2021 | | 2021 |
| Reservoir computing for high-speed photonic information processing P Bienstman, J Dambre, A Lugnan, S Sackesyn, C Ma, E Gooskens, ... Photonics in Switching and Computing, 2021 | | 2021 |
| Photonic reservoir computing for high-speed neuromorphic computing applications A Lugnan, S Sackesyn, C Ma, E Gooskens, MGA Gouda, S Masaad, ... 2021 Summer Topicals Meetings Series, 2021 | | 2021 |
| Ring-based architectures for photonic information processing MGA Gouda | | 2020 |
