Research Explorer

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Researcher

Muhammed Gouda Ahmed Gouda

Awards & Distinctions

12 Results

2024

Clustering and classification of fungal cells and PMMA microparticles : unsupervised and supervised learning using K-means, PCA, logistic regression and spiking neural networks on event-based cytometry datasets

Muhammed Gouda Ahmed GoudaSteven AbreuPeter Bienstman

Surrogate gradient learning in spiking networks trained on event-based cytometry dataset

Muhammed Gouda Ahmed GoudaSteven AbreuPeter Bienstman

A1 Journal Article in OPTICS EXPRESS

2023

Flow cytometry with event-based vision and spiking neuromorphic hardware

Steven AbreuMuhammed Gouda Ahmed GoudaAlessio LugnanPeter Bienstman

Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression

Muhammed Gouda Ahmed GoudaAlessio LugnanJoni DambreGerd van den BrandenChristoph PoschPeter Bienstman

A1 Journal Article in IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

Optical computing in silicon photonics : self-adapting ring networks and quantum recurrent neural networks

Peter BienstmanAlessio LugnanS. AggarwalF. Bruckerhoff-PluckelmannW. H. P. PerniceH. BhaskaranChonghuai MaStijn SackesynEmmanuel GooskensSarah Masaad et al.

2022

Coherent optical computing in silicon photonics

Peter BienstmanAlessio LugnanChonghuai MaStijn SackesynEmmanuel GooskensSarah MasaadMuhammed Gouda Ahmed GoudaRobbe De Prins

Event-based vision for improved classification accuracy in label-free flow cytometry

Muhammed Gouda Ahmed GoudaAlessio LugnanJoni DambreGerd Van den BrandenChristoph PoschPeter Bienstman

2021

Photonic neuromorphic computing using silicon chips

Peter BienstmanJoni DambreAlessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah Masaad

Photonic neuromorphic computing using silicon chips

Peter BienstmanJoni DambreAlessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah Masaad

Photonic reservoir computing for high-speed neuromorphic computing applications

Alessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah MasaadJoni DambrePeter Bienstman

Reservoir computing for high-speed photonic information processing (invited)

Peter BienstmanJoni DambreAlessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah Masaad

Silicon photonics for brain-inspired neuromorphic information processing

Peter BienstmanJoni DambreAlessio LugnanStijn SackesynChonghuai MaEmmanuel GooskensMuhammed Gouda Ahmed GoudaSarah Masaad