George Sarantoglou

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 10

Top Topics

Convolutional Neural Networks

Extreme Learning Machine

Unsupervised Learning

Physical Characteristics

Top Venues

Publications

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 (2023)
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) (2023)
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 (2022)
George Sarantoglou, Adonis Bogris, Charis Mesaritakis, Sergios Theodoridis
Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing. CoRR (2022)
Charis Mesaritakis, George Sarantoglou, Sergios Theodoridis, Adonis Bogris
Bayesian Training in Photonic Neural Meshes. COMPENG (2022)
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)
George Sarantoglou, Menelaos Skontranis, Adonis Bogris, Charis Mesaritakis
Temporal Resolution Enhancement in Quantum-Dot Laser Neurons due to Ground State Quenching Effects. OFC (2020)
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)
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)
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)