Research Explorer

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Researcher

Floris Laporte

Awards & Distinctions

24 Results

2022

Wavelength dimension in waveguide-based photonic reservoir computing

Emmanuel GooskensFloris LaporteChonghuai MaStijn SackesynJoni DambrePeter Bienstman

A1 Journal Article in OPTICS EXPRESS

2021

Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

Chonghuai MaFloris LaporteJoni DambrePeter Bienstman

A1 Journal Article in SCIENTIFIC REPORTS

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Chonghuai MaJoris LambrechtFloris LaporteXin YinJoni DambrePeter Bienstman

A1 Journal Article in SCIENTIFIC REPORTS

Computing with integrated photonic reservoirs

Joni DambreAndrew KatumbaChonghuai MaStijn SackesynFloris LaporteMatthias FreibergerPeter Bienstman

Bookchapter in Reservoir computing : theory, physical implementations, and applications

Simulating self-learning in photorefractive optical reservoir computers

Floris LaporteJoni DambrePeter Bienstman

A1 Journal Article in SCIENTIFIC REPORTS

2020

Novel architectures for brain-inspired photonic computers

Floris LaportePeter BienstmanJoni Dambre

Photonic neuromorphic information processing and reservoir computing

Alessio LugnanAndrew KatumbaFloris LaporteMatthias FreibergerStijn SackesynC. MaEmmanuel GooskensJoni DambrePeter Bienstman

A1 Journal Article in APL PHOTONICS

Photonic reservoir computing

Floris LaporteAndrew KatumbaMatthias FreibergerChonghuai MaStijn SackesynEmmanuel GooskensAlessio LugnanJoni DambrePeter Bienstman

2019

Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

Floris LaporteJoni DambrePeter Bienstman

A1 Journal Article in SCIENTIFIC REPORTS

Neuromorphic information processing using silicon photonics

Peter BienstmanJoni DambreAndrew KatumbaMatthias FreibergerFloris LaporteAlessio LugnanStijn SackesynChonghuai Ma

Non-linear signal equalisation using silicon photonic reservoir computing

Peter BienstmanJoni DambreAndrew KatumbaMatthias FreibergerFloris LaporteAlessio LugnanStijn SackesynChonghuai MaEmmanuel Gooskens

Photontorch : simulation and optimization of large photonic circuits using the deep learning framework PyTorch

Floris LaporteJoni DambrePeter Bienstman

Silicon photonics reservoir computing at 32 Gbit/s

Peter BienstmanJoni DambreAndrew KatumbaMatthias FreibergerFloris LaporteAlessio LugnanStijn SackesynChonghuai MaEmmanuel Gooskens

2018

Neuromorphic computing based on silicon photonics and reservoir computing

Andrew KatumbaMatthias FreibergerFloris LaporteAlessio LugnanStijn SackesynChonghuai MaJoni DambrePeter Bienstman

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

Neuromorphic computing with signal-mixing cavities

Floris LaporteJoni DambrePeter Bienstman

Numerical demonstration of neuromorphic computing with photonic crystal cavities

Floris LaporteAndrew KatumbaJoni DambrePeter Bienstman

A1 Journal Article in OPTICS EXPRESS

Photonic reservoir computing using silicon chips

Kristof VandoornePauline MechetMartin FiersThomas Van VaerenberghBendix SchneiderAndrew KatumbaFloris LaporteDavid Verstraetenbenjamin SchrauwenJoni Dambre et al.

Photonic reservoir computing: a brain-inspired approach for information processing (invited paper)

Peter BienstmanJoni DambreAndrew KatumbaMatthias FreibergerFloris LaporteAlessio Lugnan

Silicon photonics for neuromorphic information processing

Peter BienstmanJoni DambreAndrew KatumbaMatthias FreibergerFloris LaporteAlessio Lugnan

2017

Header recognition with signal-mixing cavities

Floris LaporteJoni DambrePeter Bienstman

Integrated-photonics implementation of reservoir computing neural networks

Andrew KatumbaFloris LaporteAlessio LugnanJoni DambrePeter Bienstman

Novel photonic reservoir computing architectures

Floris LaporteAlessio LugnanJoni DambrePeter Bienstman

Reservoir computing with signal-mixing cavities

Floris LaporteJoni DambrePeter Bienstman

2016

Photorefractive crystals as brain-inspired photonic reservoir computing systems

Floris LaporteJoni DambrePeter Bienstman