George Giamougiannis

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 23

Top Topics

Content Addressable Memory

Top Venues

Publications

Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Christos Pappas, Theodoros Moschos, George Giamougiannis, Stefanos Kovaios, Ioannis Roumpos, Manos Kirtas, Nikos Passalis, Anastasios Tefas, Nikos Pleros
Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators. OFC (2024)
Stefanos Kovaios, Ioannis Roumpos, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Mathias Berciano, Filippo Ferraro, Dieter Bode, Ashwyn Srinivasan, Marianna Pantouvaki, Nikos Pleros
Sub-pJ/MAC Silicon Photonic GeMM for Optical Neural Networks using a Time-Space Multiplexed Coherent Xbar. OFC (2024)
Christos Pappas, Theodoros Moschos, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros
A TeraFLOP Photonic Matrix Multiplier using Time-Space-Wavelength Multiplexed AWGR-based Architectures. OFC (2024)
Tobias Blatter, Amane Zürrer, Yannik Horst, Christos Pappas, George Giamougiannis, Apostolos Tsakyridis, Manuel Kohli, Ueli Koch, Miltiadis Moralis-Pegios, Nikos Pleros, Juerg Leuthold
Plasmonically Enhanced Optical Accelerator for Nonlinear Signal Processing Based on Artificial Neural Networks. OFC (2024)
George Giamougiannis, Christos Pappas, Theodoros Moschos, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Christos Vagionas, Yanir London, Thomas Van Vaerenbergh, Bassem Tossoun, Nikos Pleros
20 GHz Silicon Integrated Optical Ternary Content Addressable Memory (CAM) Cell. OFC (2024)
George Giamougiannis, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Nikos Bamiedakis, David Lazovsky, Nikos Pleros
On-Chip Universal Linear Optics using a 4x4 Silicon Photonic Coherent Crossbar. OFC (2023)
Christos Pappas, Stefanos Kovaios, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, George Giamougiannis, Joris Van Kerrebrouck, Gertjan Coudyzer, Xin Yin, Nikos Pleros
Programmable tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits. OFC (2023)
Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, David Lazovsky, Nikos Pleros
Perfect Linear Optics using Silicon Photonics. CoRR (2023)
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
DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update. OFC (2023)
Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas
Mixed-precision quantization-aware training for photonic neural networks. Neural Comput. Appl. 35 (29) (2023)
Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros
Programmable Photonic Neural Networks for advanced Machine Learning tasks. OFC (2023)
Apostolos Tsakyridis, Miltiadis Moralis-Pegios, George Giamougiannis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros
Photonic Neural Networks and Optics-informed Deep Learning Fundamentals. CoRR (2023)
Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas
Quantization-Aware Training for Mixed Precision Photonic Neural Networks. MLSP (2023)
George Giamougiannis, Bassem Tossoun, Raymond G. Beausoleil, Geza Kurczveil
Heterogeneous III-V-on-Silicon photonic Non-Linear Activation Function for Scalable Photonic Neural Networks. PSC (2023)
Miltiadis Moralis-Pegios, Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, George Dabos, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Nikos Pleros
Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models. OFC (2022)
George Giamougiannis, Apostolos Tsakyridis, Yangjin Ma, Angelina Totovic, David Lazovsky, Nikos Pleros
Coherent photonic crossbar as a universal linear operator. CoRR (2022)
Angelina Totovic, Christos Pappas, Manos Kirtas, Apostolos Tsakyridis, George Giamougiannis, Nikolaos Passalis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros
WDM equipped universal linear optics for programmable neuromorphic photonic processors. Neuromorph. Comput. Eng. 2 (2) (2022)
Nikos Pleros, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, Nikos Passalis, Manos Kirtas, Anastasios Tefas
Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits. ECOC (2021)
Nikos Terzenidis, George Giamougiannis, Apostolos Tsakyridis, Dimosthenis Spasopoulos, Fulong Yan, Nicola Calabretta, Christos Vagionas, Nikos Pleros
Performance analysis of a 1024-port Hipoλaos OPS in DCN, HPC, and 5G fronthauling Ethernet applications. JOCN 13 (7) (2021)
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
Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells. ECOC (2021)
George Giamougiannis, Apostolos Tsakyridis, Nikos Terzenidis, Dimosthenis Spasopoulos, Christos Vagionas, Nikos Pleros
Demonstration of Low-Latency ETH-switched DataCenter and 5G Fronthaul Networks Using the 1024-port Hipoλaos Optical Packet Switch. ECOC (2020)
Nikos Terzenidis, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Konstantinos Vyrsokinos, Nikos Pleros
A 25.6 Tbps capacity 1024-port Hipoλaos Optical Packet Switch Architecture for disaggregated datacenters. OFC (2020)
Apostolos Tsakyridis, Nikos Terzenidis, George Giamougiannis, Joris Van Kerrebrouck, Marijn Verbeke, Guy Torfs, Miltiadis Moralis-Pegios, Nikos Pleros
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. ECOC (2020)