167 citations
- National and Kapodistrian University of AthensGR83 papers
- National Technical University of AthensGR79 papers
- National Centre of Scientific Research "Demokritos"GR74 papers
- Weizmann Institute of ScienceIL73 papers
- European Organization for Nuclear ResearchCH72 papers
- Heidelberg UniversityDE72 papers
- Université Paris CitéFR72 papers
- University of California, IrvineUS72 papers
- Aristotle University of ThessalonikiGR71 papers
- Brookhaven National LaboratoryUS71 papers
- Chinese University of Hong KongHK71 papers
- Horia Hulubei National Institute for R and D in Physics and Nuclear EngineeringRO71 papers
4 papers · 1 filter
Pseudo-Random Generator based on a Photonic Neuromorphic Physical Unclonable Function
Dimitris Dermanis, Panagiotis Rizomiliotis, Adonis Bogris +1
In this work we provide numerical results concerning a silicon-on-insulator photonic neuromorphic circuit configured as a physical unclonable function. The proposed scheme is enhan…
High Speed Photonic Neuromorphic Computing Using Recurrent Optical Spectrum Slicing Neural Networks
K. Sozos, A. Bogris, P. Bienstman +3
Neuromorphic Computing implemented in photonic hardware is one of the most promising routes towards achieving machine learning processing at the picosecond scale, with minimum powe…
Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing
George Sarantoglou, Adonis Bogris, Charis Mesaritakis +1
Artificial neural networks are efficient computing platforms inspired by the brain. Such platforms can tackle a vast area of real-life tasks ranging from image processing to langua…
Reservoir Computing based on Mutually Injected Phase Modulated Semiconductor Lasers as a monolithic integrated hardware accelerator
Kostas Sozos, Charis Mesaritakis, Adonis Bogris
In this paper we propose and numerically study a neuromorphic computing scheme that applies delay-based reservoir computing in a laser system consisting of two mutually coupled pha…