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George Sarantoglou
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2020 – today
- 2023
- [j1]Menelaos Skontranis, George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis
, Adonis Bogris:
Multimode Fabry-Perot laser as a reservoir computing and extreme learning machine photonic accelerator. Neuromorph. Comput. Eng. 3(4): 44003 (2023) - [i3]Aris Tsirigotis, George Sarantoglou, Stavros Deligiannidis, Kostas Sozos
, Adonis Bogris, Charis Mesaritakis:
Integrated Photonic Accelerator Based on Optical Spectrum Slicing for Convolutional Neural Networks. CoRR abs/2303.10357 (2023) - 2022
- [c7]Charis Mesaritakis, George Sarantoglou, Sergios Theodoridis, Adonis Bogris:
Bayesian Training in Photonic Neural Meshes. COMPENG 2022: 1-5 - [c6]George Sarantoglou, Kostas Sozos, Thomas Kamalakis, Charis Mesaritakis, Adonis Bogris:
Experimental demonstration of an extreme learning machine based on Fabry Perot lasers for parallel neuromorphic processing. OFC 2022: 1-3 - [i2]George Sarantoglou, Adonis Bogris, Charis Mesaritakis, Sergios Theodoridis:
Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing. CoRR abs/2203.15806 (2022) - [i1]Kostas Sozos, Adonis Bogris, Peter Bienstman, George Sarantoglou, Stavros Deligiannidis, Charis Mesaritakis:
High Speed Photonic Neuromorphic Computing Using Recurrent Optical Spectrum Slicing Neural Networks. CoRR abs/2203.15807 (2022) - 2020
- [c5]George Sarantoglou, Menelaos Skontranis, Adonis Bogris, Charis Mesaritakis:
Resonate and Fire Neuromorphic Node based on two - section Quantum Dot Laser with multi-waveband dynamics. ECOC 2020: 1-4 - [c4]Menelaos Skontranis, George Sarantoglou, Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis:
Unsupervised Image Classification Through Time-Multiplexed Photonic Multi-Layer Spiking Convolutional Neural Network. ECOC 2020: 1-4 - [c3]Charis Mesaritakis, Menelaos Skontranis, George Sarantoglou, Adonis Bogris:
Micro-Ring-Resonator Based Passive Photonic Spike-Time-Dependent-Plasticity Scheme for Unsupervised Learning in Optical Neural Networks. OFC 2020: 1-3 - [c2]George Sarantoglou, Menelaos Skontranis, Adonis Bogris, Charis Mesaritakis:
Temporal Resolution Enhancement in Quantum-Dot Laser Neurons due to Ground State Quenching Effects. OFC 2020: 1-3
2010 – 2019
- 2017
- [c1]George Sarantoglou, Georgia Kritikou, Nikolaos Aspragathos
, Anthony Tzes:
Algorithm for parallel microparts manipulation with electrostatic fields. MED 2017: 1410-1415
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