Multicasting in a 256-Port Sub-#181;sec Latency Hipoλaos Switch Architecture for Disaggregated DataCenters. - Miltiadis Moralis-Pegios; Nikos Terzenidis; George Mourgias-Alexandris; Konstantinos Vyrsoklnos; Nikos Pleros (ECOC, 2018)

A 1024-Port sub-µsee Latency Optical Packet Switch Using the Hipoλaos λ-Routed Modified Spanke Switch Architecture. - Nikos Terzenidis; Miltiadis Moralis-Pegios; George Mourgias-Alexandris; Kostantinos Vyrsokinos; Nikos Pleros (ECOC, 2018)

Sub-μs Latency High-Port Optical Packet Switch Fabrics for Disaggregated Computing: The Hipoλaos OPS Architecture. - Miltiadis Moralis-Pegios; Nikos Terzenidis; George Mourgias-Alexandris; Kostantinos Vyrsokinos; Nikos Pleros (ICTON, 2018)

A 10Gb/s All-Optical Match-line for optical Content Addressable Memory (CAM) Rows. - George Mourgias-Alexandris; Christos Vagionas; Apostolos Tsakyridis; Pavlos Maniotis; Nikos Pleros (OFC, 2018)

Optical Thresholding Device with a Sigmoidal Transfer Function. - George Mourgias-Alexandris; Apostolos Tsakyridis; Theonitsa Alexoudi; Konstantinos Vyrsokinos; Nikos Pleros (PSC, 2018)

High-Port and Low-Latency Optical Switches for Disaggregated Data Centers: The Hipoλaos Switch Architecture [Invited]. - Nikos Terzenidis; Miltiadis Moralis-Pegios; George Mourgias-Alexandris; Theonitsa Alexoudi; K. Vyrsokinos; Nikos Pleros (JOCN, 2018)

Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations. - Nikolaos Passalis; George Mourgias-Alexandris; Apostolos Tsakyridis; Nikos Pleros; Anastasios Tefas (ICASSP, 2019)

Experimental Demonstration of an Optical Neuron with a Logistic Sigmoid Activation Function. - George Mourgias-Alexandris; Apostolos Tsakyridis; Nikolaos Passalis; Anastasios Tefas; Nikos Pleros (OFC, 2019)

Optics for Disaggregating Data Centers and Disintegrating Computing. - Nikos Terzenidis; Miltiadis Moralis-Pegios; Stelios Pitris; Charoula Mitsolidou; George Mourgias-Alexandris; Apostolos Tsakyridis; Christos Vagionas; Konstantinos Vyrsokinos; Theoni Alexoudi; Nikos Pleros (ONDM, 2019)

Time-series classification with an all-optical recurrent neuron. - George Mourgias-Alexandris; Nikolaos Passalis; George Dabos; Angelina Totovic; Anastasios Tefas; Nikos Pleros (ECOC, 2020)

Training Noise-Resilient Recurrent Photonic Networks for Financial Time Series Analysis. - Nikolaos Passalis; Manos Kirtas; George Mourgias-Alexandris; George Dabos; Nikos Pleros; Anastasios Tefas (EUSIPCO, 2020)

Adaptive Initialization for Recurrent Photonic Networks using Sigmoidal Activations. - Nikolaos Passalis; George Mourgias-Alexandris; Nikos Pleros; Anastasios Tefas (ISCAS, 2020)

All-Optical Recurrent Neural Network with Sigmoid Activation Function. - George Mourgias-Alexandris; George Dabos; Nikolaos Passalis; Anastasios Tefas; Angelina Totovic; Nikos Pleros (OFC, 2020)

Initializing photonic feed-forward neural networks using auxiliary tasks. - Nikolaos Passalis; George Mourgias-Alexandris; Nikos Pleros; Anastasios Tefas (Neural Networks, 2020)

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 (ECOC, 2021)

25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training. - George Mourgias-Alexandris; Apostolos Tsakyridis; Nikolaos Passalis; Manos Kirtas; Anastasios Tefas; Teerapat Rutirawut; Frederic Y. Gardes; Nikos Pleros; Miltiadis Moralis-Pegios (ECOC, 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 (ECOC, 2021)

20 Gb/s WDM Optical RAM Row Architecture based on four Monolithic Integrated InP Memory Cells. - Theoni Alexoudi; Konstantinos Fotiadis 001; George Mourgias-Alexandris; Nikos Pleros; Christos Vagionas (OFC, 2021)

A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate. - George Mourgias-Alexandris; Miltiadis Moralis-Pegios; Stelios Simos; George Dabos; Nikos Passalis; Manos Kirtas; Teerapat Rutirawut; Frederic Y. Gardes; Anastasios Tefas; Nikos Pleros (OFC, 2021)

Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations. - Nikolaos Passalis; George Mourgias-Alexandris; Apostolos Tsakyridis; Nikos Pleros; Anastasios Tefas (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

A Robust, Quantization-Aware Training Method for Photonic Neural Networks. - Athina Oikonomou; Manos Kirtas; Nikos Passalis; George Mourgias-Alexandris; Miltiadis Moralis-Pegios; Nikos Pleros; Anastasios Tefas (EANN, 2022)

Learning photonic neural network initialization for noise-aware end-to-end fiber transmission. - Manos Kirtas; Nikos Passalis; George Mourgias-Alexandris; George Dabos; Nikos Pleros; Anastasios Tefas (EUSIPCO, 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 (OFC, 2022)

Normalized Post-training Quantization for Photonic Neural Networks. - Manos Kirtas; Nikolaos Passalis; Athina Oikonomou; George Mourgias-Alexandris; Miltiadis Moralis-Pegios; Nikos Pleros; Anastasios Tefas (SSCI, 2022)

Quantization-aware training for low precision photonic neural networks. - Manos Kirtas; Athina Oikonomou; Nikolaos Passalis; George Mourgias-Alexandris; Miltiadis Moralis-Pegios; Nikos Pleros; Anastasios Tefas (Neural Networks, 2022)

Optical neural networks for deep learning applications - George Mourgias-Alexandris (2022)

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 (MLSP, 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; et al. (OFC, 2023)

Analog Iterative Machine (AIM): using light to solve quadratic optimization problems with mixed variables. - Kirill P. Kalinin; George Mourgias-Alexandris; Hitesh Ballani; Natalia G. Berloff; James H. Clegg; Daniel Cletheroe; Christos Gkantsidis; István Haller; Vassily Lyutsarev; Francesca Parmigiani; Lucinda Pickup; Antony I. T. Rowstron (CoRR, 2023)

Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models. - Manos Kirtas; Nikolaos Passalis; George Mourgias-Alexandris; George Dabos; Nikos Pleros; Anastasios Tefas (IEEE Trans. Emerg. Top. Comput. Intell., 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., 2023)