Stavros Deligiannidis

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Multiple Layers

Convolutional Neural Network

Top Venues

Publications

Kostas Sozos, Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Unconventional Computing based on Four Wave Mixing in Highly Nonlinear Waveguides. CoRR (2024)
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)
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)
Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Performance and Complexity Analysis of bi-directional Recurrent Neural Network Models vs. Volterra Nonlinear Equalizers in Digital Coherent Systems. CoRR (2021)
Stavros Deligiannidis, Adonis Bogris, Charis Mesaritakis, Yannis Kopsinis
Compensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks. CoRR (2020)
Adonis Bogris, Charis Mesaritakis, Stavros Deligiannidis, Pu Li
Fabry-Perot Lasers as Enablers for Parallel Reservoir Computing. CoRR (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)
Stavros Deligiannidis, Charis Mesaritakis, Adonis Bogris
Performance and Complexity Evaluation of Recurrent Neural Network Models for Fibre Nonlinear Equalization in Digital Coherent Systems. ECOC (2020)