Menelaos Skontranis

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 5

Top Topics

Unsupervised Learning

Extreme Learning Machine

Top Venues

Neuromorph. Comput. Eng.

Publications

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)
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)