George Giamougiannis

Orcid: 0000-0002-6406-9723

According to our database1, George Giamougiannis authored at least 23 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
A TeraFLOP Photonic Matrix Multiplier using Time-Space-Wavelength Multiplexed AWGR-based Architectures.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Sub-pJ/MAC Silicon Photonic GeMM for Optical Neural Networks using a Time-Space Multiplexed Coherent Xbar.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

20 GHz Silicon Integrated Optical Ternary Content Addressable Memory (CAM) Cell.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Plasmonically Enhanced Optical Accelerator for Nonlinear Signal Processing Based on Artificial Neural Networks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

2023
Mixed-precision quantization-aware training for photonic neural networks.
Neural Comput. Appl., October, 2023

Photonic Neural Networks and Optics-informed Deep Learning Fundamentals.
CoRR, 2023

Perfect Linear Optics using Silicon Photonics.
CoRR, 2023

Heterogeneous III-V-on-Silicon photonic Non-Linear Activation Function for Scalable Photonic Neural Networks.
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.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Programmable Photonic Neural Networks for advanced Machine Learning tasks.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Programmable tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

On-Chip Universal Linear Optics using a 4x4 Silicon Photonic Coherent Crossbar.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Quantization-Aware Training for Mixed Precision Photonic Neural Networks.
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.
Neuromorph. Comput. Eng., 2022

Coherent photonic crossbar as a universal linear operator.
CoRR, 2022

Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models.
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.
JOCN, 2021

Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits.
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.
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.
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.
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.
Proceedings of the European Conference on Optical Communications, 2020


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