George Giamougiannis

According to our database, George Giamougiannis authored at least 18 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Mixed-precision quantization-aware training for photonic neural networks.

Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas

Neural Comput. Appl., October, 2023

Photonic Neural Networks and Optics-informed Deep Learning Fundamentals.

Apostolos Tsakyridis, Miltiadis Moralis-Pegios, George Giamougiannis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros

CoRR, 2023

Perfect Linear Optics using Silicon Photonics.

Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, David Lazovsky, Nikos Pleros

CoRR, 2023

Heterogeneous III-V-on-Silicon photonic Non-Linear Activation Function for Scalable Photonic Neural Networks.

George Giamougiannis, Bassem Tossoun, Raymond G. Beausoleil, Geza Kurczveil

Proceedings of the International Conference on Photonics in Switching and Computing, 2023

DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update.

Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Angelina Totovic, George Dabos, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Dimitrios Kalavrouziotis, Dimitris Syrivelis, Paraskevas Bakopoulos, Elad Mentovich, Nikos Pleros

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Programmable Photonic Neural Networks for advanced Machine Learning tasks.

Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Programmable tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits.

Christos Pappas, Stefanos Kovaios, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, George Giamougiannis, Joris Van Kerrebrouck, Gertjan Coudyzer, Xin Yin, Nikos Pleros

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

On-Chip Universal Linear Optics using a 4x4 Silicon Photonic Coherent Crossbar.

George Giamougiannis, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Nikos Bamiedakis, David Lazovsky, Nikos Pleros

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Quantization-Aware Training for Mixed Precision Photonic Neural Networks.

Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas

Proceedings of the 33rd IEEE International Workshop on Machine Learning for Signal Processing, 2023

2022

WDM equipped universal linear optics for programmable neuromorphic photonic processors.

Angelina Totovic, Christos Pappas, Manos Kirtas, Apostolos Tsakyridis, George Giamougiannis, Nikolaos Passalis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros

Neuromorph. Comput. Eng., 2022

Coherent photonic crossbar as a universal linear operator.

George Giamougiannis, Apostolos Tsakyridis, Yangjin Ma, Angelina Totovic, David Lazovsky, Nikos Pleros

CoRR, 2022

Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models.

Miltiadis Moralis-Pegios, Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, George Dabos, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Nikos Pleros

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

2021

Performance analysis of a 1024-port Hipoλaos OPS in DCN, HPC, and 5G fronthauling Ethernet applications.

Nikos Terzenidis, George Giamougiannis, Apostolos Tsakyridis, Dimosthenis Spasopoulos, Fulong Yan, Nicola Calabretta, Christos Vagionas, Nikos Pleros

JOCN, 2021

Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits.

Nikos Pleros, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, Nikos Passalis, Manos Kirtas, Anastasios Tefas

Proceedings of the European Conference on Optical Communication, 2021

Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells.

George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Nikos Passalis, Manos Kirtas, Nikos Bamiedakis, Anastasios Tefas, David Lazovsky, Nikos Pleros

Proceedings of the European Conference on Optical Communication, 2021

2020

A 25.6 Tbps capacity 1024-port Hipoλaos Optical Packet Switch Architecture for disaggregated datacenters.

Nikos Terzenidis, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Konstantinos Vyrsokinos, Nikos Pleros

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2020

End-to-end optical packet switching with burst-mode reception at 25 Gb/s through a 1024-port 25.6 Tb/s capacity Hipoλaos Optical Packet Switch.

Apostolos Tsakyridis, Nikos Terzenidis, George Giamougiannis, Joris Van Kerrebrouck, Marijn Verbeke, Guy Torfs, Miltiadis Moralis-Pegios, Nikos Pleros

Proceedings of the European Conference on Optical Communications, 2020

Demonstration of Low-Latency ETH-switched DataCenter and 5G Fronthaul Networks Using the 1024-port Hipoλaos Optical Packet Switch.

George Giamougiannis, Apostolos Tsakyridis, Nikos Terzenidis, Dimosthenis Spasopoulos, Christos Vagionas, Nikos Pleros

Proceedings of the European Conference on Optical Communications, 2020