Apostolos Tsakyridis

Orcid: 0000-0003-1498-4904

According to our database1, Apostolos Tsakyridis authored at least 40 papers between 2016 and 2024.

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Bibliography

2024
A 160 TOPS Multi-dimensional AWGR-based accelerator for Deep Learning.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 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

Adaptive all-optical sigmoid activation functions for Photonic Neural Networks using Fabry-Perot laser diodes under optical injection.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Multi-beam Optical Beamformer PICs for LiDAR and RADAR Applications.
Proceedings of the 24th International Conference on Transparent Optical Networks, 2024

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

Photonic integrated circuits for routing and computing applications
PhD thesis, 2023

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

Perfect Linear Optics using Silicon Photonics.
CoRR, 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
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations.
IEEE Trans. Emerg. Top. Comput. Intell., 2021

Reconfigurable Fiber Wireless IFoF Fronthaul With 60 GHz Phased Array Antenna and Silicon Photonic ROADM for 5G mmWave C-RANs.
IEEE J. Sel. Areas Commun., 2021

Performance analysis of a 1024-port Hipoλaos OPS in DCN, HPC, and 5G fronthauling Ethernet applications.
JOCN, 2021

Lossless Silicon Photonic ROADM based on a Si3N4 platform and a Monolithically Integrated Erbium Doped Amplifier.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits.
Proceedings of the European Conference on Optical Communication, 2021

25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training.
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
Linearity Measurements on a 5G mmWave Fiber Wireless IFoF Fronthaul Link With Analog RF Beamforming and 120° Degrees Steering.
IEEE Commun. Lett., 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

Flexible 360° 5G mmWave small Cell Coverage through WDM 4×1 Gb/s Fiber Wireless Fronthaul and a Si3N4 OADM-Assisted Massive MIMO Phased Array Antenna.
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

A Flexible and Reconfigurable Si3N4 ROADM-enabled 5G mmWave IFoF Fiber Wireless Fronthaul with 60 GHz beamsteering capabilities.
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

2019
Optics for Disaggregating Data Centers and Disintegrating Computing.
Proceedings of the Optical Network Design and Modeling, 2019

Experimental Demonstration of an Optical Neuron with a Logistic Sigmoid Activation Function.
Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

A Fiber Wireless A-RoF/IFoF Uplink Transmission of up to 0.6 Gb/s User Data Rate Over a 32-Element 60 GHz Beam-Steering Antenna for 5G Fronthaul Networks.
Proceedings of the Internet of Things, Infrastructures and Mobile Applications - Proceedings of the 13th IMCL Conference, Thessaloniki, Greece, 31 October, 2019

Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Optical Thresholding Device with a Sigmoidal Transfer Function.
Proceedings of the Photonics in Switching and Computing, 2018

A 10Gb/s All-Optical Match-line for optical Content Addressable Memory (CAM) Rows.
Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

2016
Source-Level Compiler Optimizations for High-Level Synthesis.
Proceedings of the SouthEast European Design Automation, 2016


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