George Mourgias-Alexandris

31 papers C 2Misc 2Journal 7Unranked 19

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Analog Iterative Machine (AIM): using light to solve quadratic optimization problems with mixed variables. CoRR 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
2023	—	`conf`	DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update. OFC 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
2023	J	`jnl`	Mixed-precision quantization-aware training for photonic neural networks. Neural Comput. Appl. Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas
2023	—	`conf`	Quantization-Aware Training for Mixed Precision Photonic Neural Networks. MLSP Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas
2023	J	`jnl`	Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models. IEEE Trans. Emerg. Top. Comput. Intell. Manos Kirtas, Nikolaos Passalis, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas
2022	C	`conf`	A Robust, Quantization-Aware Training Method for Photonic Neural Networks. EANN Athina Oikonomou, Manos Kirtas, Nikos Passalis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
2022	—	`conf`	Learning photonic neural network initialization for noise-aware end-to-end fiber transmission. EUSIPCO Manos Kirtas, Nikos Passalis, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas
2022	—	`conf`	Normalized Post-training Quantization for Photonic Neural Networks. SSCI Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
2022	—	`—`	Optical neural networks for deep learning applications George Mourgias-Alexandris
2022	—	`conf`	Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models. OFC Miltiadis Moralis-Pegios, Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, George Dabos, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Nikos Pleros
2022	J	`jnl`	Quantization-aware training for low precision photonic neural networks. Neural Networks Manos Kirtas, Athina Oikonomou, Nikolaos Passalis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas
2021	—	`conf`	20 Gb/s WDM Optical RAM Row Architecture based on four Monolithic Integrated InP Memory Cells. OFC Theoni Alexoudi, Konstantinos Fotiadis, George Mourgias-Alexandris, Nikos Pleros, Christos Vagionas
2021	—	`conf`	25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training. ECOC George Mourgias-Alexandris, Apostolos Tsakyridis, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Teerapat Rutirawut, Frederic Y. Gardes, Nikos Pleros, Miltiadis Moralis-Pegios
2021	—	`conf`	A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate. OFC George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Stelios Simos, George Dabos, Nikos Passalis, Manos Kirtas, Teerapat Rutirawut, Frederic Y. Gardes, Anastasios Tefas, Nikos Pleros
2021	—	`conf`	Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits. ECOC Nikos Pleros, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, Nikos Passalis, Manos Kirtas, Anastasios Tefas
2021	—	`conf`	Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells. ECOC 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
2021	J	`jnl`	Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations. IEEE Trans. Emerg. Top. Comput. Intell. Nikolaos Passalis, George Mourgias-Alexandris, Apostolos Tsakyridis, Nikos Pleros, Anastasios Tefas
2020	C	`conf`	Adaptive Initialization for Recurrent Photonic Networks using Sigmoidal Activations. ISCAS Nikolaos Passalis, George Mourgias-Alexandris, Nikos Pleros, Anastasios Tefas
2020	—	`conf`	All-Optical Recurrent Neural Network with Sigmoid Activation Function. OFC George Mourgias-Alexandris, George Dabos, Nikolaos Passalis, Anastasios Tefas, Angelina Totovic, Nikos Pleros
2020	J	`jnl`	Initializing photonic feed-forward neural networks using auxiliary tasks. Neural Networks Nikolaos Passalis, George Mourgias-Alexandris, Nikos Pleros, Anastasios Tefas
2020	—	`conf`	Time-series classification with an all-optical recurrent neuron. ECOC George Mourgias-Alexandris, Nikolaos Passalis, George Dabos, Angelina Totovic, Anastasios Tefas, Nikos Pleros
2020	—	`conf`	Training Noise-Resilient Recurrent Photonic Networks for Financial Time Series Analysis. EUSIPCO Nikolaos Passalis, Manos Kirtas, George Mourgias-Alexandris, George Dabos, Nikos Pleros, Anastasios Tefas
2019	—	`conf`	Experimental Demonstration of an Optical Neuron with a Logistic Sigmoid Activation Function. OFC George Mourgias-Alexandris, Apostolos Tsakyridis, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros
2019	—	`conf`	Optics for Disaggregating Data Centers and Disintegrating Computing. ONDM Nikos Terzenidis, Miltiadis Moralis-Pegios, Stelios Pitris, Charoula Mitsolidou, George Mourgias-Alexandris, Apostolos Tsakyridis, Christos Vagionas, Konstantinos Vyrsokinos, Theoni Alexoudi, Nikos Pleros
2019	Misc	`conf`	Variance Preserving Initialization for Training Deep Neuromorphic Photonic Networks with Sinusoidal Activations. ICASSP Nikolaos Passalis, George Mourgias-Alexandris, Apostolos Tsakyridis, Nikos Pleros, Anastasios Tefas
2018	—	`conf`	A 1024-Port sub-µsee Latency Optical Packet Switch Using the Hipoλaos λ-Routed Modified Spanke Switch Architecture. ECOC Nikos Terzenidis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Kostantinos Vyrsokinos, Nikos Pleros
2018	—	`conf`	A 10Gb/s All-Optical Match-line for optical Content Addressable Memory (CAM) Rows. OFC George Mourgias-Alexandris, Christos Vagionas, Apostolos Tsakyridis, Pavlos Maniotis, Nikos Pleros
2018	J	`jnl`	High-Port and Low-Latency Optical Switches for Disaggregated Data Centers: The Hipoλaos Switch Architecture [Invited]. JOCN Nikos Terzenidis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Theonitsa Alexoudi, K. Vyrsokinos, Nikos Pleros
2018	—	`conf`	Multicasting in a 256-Port Sub-#181;sec Latency Hipoλaos Switch Architecture for Disaggregated DataCenters. ECOC Miltiadis Moralis-Pegios, Nikos Terzenidis, George Mourgias-Alexandris, Konstantinos Vyrsoklnos, Nikos Pleros
2018	Misc	`conf`	Optical Thresholding Device with a Sigmoidal Transfer Function. PSC George Mourgias-Alexandris, Apostolos Tsakyridis, Theonitsa Alexoudi, Konstantinos Vyrsokinos, Nikos Pleros
2018	—	`conf`	Sub-μs Latency High-Port Optical Packet Switch Fabrics for Disaggregated Computing: The Hipoλaos OPS Architecture. ICTON Miltiadis Moralis-Pegios, Nikos Terzenidis, George Mourgias-Alexandris, Kostantinos Vyrsokinos, Nikos Pleros