George Mourgias-Alexandris

aristotle university of thessaloniki

19H指数

74论文数

1.4K被引数

收录论文 19

发表时间

Robust Architecture-Agnostic and Noise Resilient Training of Photonic Deep Learning Models 光子深度学习模型的鲁棒架构不可知和噪声弹性训练

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2023-02-01

PREAI

Kirtas, Manos; Passalis, Nikolaos; Mourgias-Alexandris, George; Dabos, George; Pleros, Nikos; Tefas, Anastasios

Quantization-aware training for low precision photonic neural networks

NEURAL NETWORKS

IF6.3

2022-11-01

PREAI

Kirtas, M.; Oikonomou, A.; Passalis, N.; Mourgias-Alexandris, G.; Moralis-Pegios, M.; Pleros, N.; Tefas, A.

Noise-resilient and high-speed deep learning with coherent silicon photonics

NATURE COMMUNICATIONS

IF15.7

2022-09-23

OAAI

Mourgias-Alexandris, G.; Moralis-Pegios, M.; Tsakyridis, A.; Simos, S.; Dabos, G.; Totovic, A.; Passalis, N.; Kirtas, M.; Rutirawut, T.; Gardes, F. Y.; Tefas, A.; Pleros, N.

Neuromorphic Silicon Photonics and Hardware-Aware Deep Learning for High-Speed Inference

JOURNAL OF LIGHTWAVE TECHNOLOGY

IF4.8

2022-05-15

PREAI

Moralis-Pegios, Miltiadis; Mourgias-Alexandris, George; Tsakyridis, Apostolos; Giamougiannis, George; Totovic, Angelina; Dabos, George; Passalis, Nikolaos; Kirtas, Manos; Rutirawut, T.; Gardes, F. Y.; Tefas, Anastasios; Pleros, Nikos

Channel response-aware photonic neural network accelerators for high-speed inference through bandwidth-limited optics

OPTICS EXPRESS

IF3.3

2022-03-15

OAAI

Mourgias-Alexandris, G.; Moralis-Pegios, M.; Tsakyridis, A.; Passalis, N.; Kirtas, M.; Tefas, A.; Rutirawut, T.; Gardes, F. Y.; Pleros, N.

Universal Linear Optics for Ultra-Fast Neuromorphic Silicon Photonics Towards Fj/MAC and TMAC/sec/mm2 Engines

IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

IF5.1

2022-01-01

PREAI

Tsakyridis, Apostolos; Giamougiannis, George; Moralis-Pegios, Miltiadis; Mourgias-Alexandris, George; Totovic, Angelina R.; Kirtas, Manos; Passalis, Nikolaos; Lazovsky, David; Tefas, Anastasios; Pleros, Nikos

Optical RAM Row With 20 Gb/s Optical Word Read/Write

JOURNAL OF LIGHTWAVE TECHNOLOGY

IF4.8

2021-11-15

OAAI

Alexoudie, Theoni; Pappas, Christos; Moschos, Theodoros; Fotiadis, Konstantinos; Mourgias-Alexandri, George; Pleros, Nikos; Vagionase, Christos

Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2021-06-01

PREAI

Passalis, Nikolaos; Mourgias-Alexandris, George; Tsakyridis, Apostolos; Pleros, Nikos; Tefas, Anastasios

A Photonic Recurrent Neuron for Time-Series Classification 用于时间序列分类的光子递归神经元

JOURNAL OF LIGHTWAVE TECHNOLOGY

IF4.8

2021-03-01

PREAI

Mourgias-Alexandris, George; Passalis, Nikolaos; Dabos, George; Totovic, Angelina; Tefas, Anastasios; Pleros, Nikos

All-Optical WDM Recurrent Neural Networks With Gating 具有门控的全光WDM递归神经网络

IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS

IF5.1

2020-09-01

PREAI

Mourgias-Alexandris, George; Dabos, George; Passalis, Nikolaos; Totovic, Angelina; Tefas, Anastasios; Pleros, Nikos

Theoretical and Experimental Analysis of Burst-Mode Wavelength Conversion via a Differentially-Biased SOA-MZI 通过差分偏置SOA的突发模式波长转换的理论和实验分析-MZI

JOURNAL OF LIGHTWAVE TECHNOLOGY

IF4.8

2020-09-01

PREAI

Tsakyridis, Apostolos; Moralis-Pegios, Miltiadis; Vagionas, Christos; Ruggeri, Eugenio; Mourgias-Alexandris, George; Miliou, Amalia; Pleros, Nikos

Initializing photonic feed-forward neural networks using auxiliary tasks

NEURAL NETWORKS

IF6.3

2020-09-01

PREAI

Passalis, Nikolaos; Mourgias-Alexandris, George; Pleros, Nikos; Tefas, Anastasios

Neuromorphic Photonics With Coherent Linear Neurons Using Dual-IQ Modulation Cells

JOURNAL OF LIGHTWAVE TECHNOLOGY

IF4.8

2020-02-15

PREAI

Mourgias-Alexandris, George; Totovic, Angelina; Tsakyridis, Apostolos; Passalis, Nikolaos; Vyrsokinos, Konstantinos; Tefas, Anastasios; Pleros, Nikos

An all-optical neuron with sigmoid activation function

OPTICS EXPRESS

IF3.3

2019-03-20

169

OAAI

Mourgias-Alexandris, G.; Tsakyridis, A.; Passalis, N.; Tefas, A.; Vyrsokinos, K.; Pleros, N.

A 1024-Port optical Uni- and Multicast Packet Switch Fabric

JOURNAL OF LIGHTWAVE TECHNOLOGY

IF4.8

2019-02-15

PREAI

Moralis-Pegios, Miltiadis; Terzenidis, Nikolaos; Mourgias-Alexandris, George; Vyrsokinos, Konstantinos; Pleros, Nikos

Optics in Computing: From Photonic Network-on-Chip to Chip-to-Chip Interconnects and Disintegrated Architectures

JOURNAL OF LIGHTWAVE TECHNOLOGY

IF4.8

2019-01-15

102

OAAI

Alexoudi, Theonitsa; Terzenidis, Nikolaos; Pitris, Stelios; Moralis-Pegios, Miltiadis; Maniotis, Pavlos; Vagionas, Christos; Mitsolidou, Charoula; Mourgias-Alexandris, George; Kanellos, George T.; Miliou, Amalia; Vyrsokinos, Konstantinos; Pleros, Nikos

High-Port and Low-Latency Optical Switches for Disaggregated Data Centers: The Hipoλaos Switch Architecture

JOURNAL OF OPTICAL COMMUNICATIONS AND NETWORKING

IF4.3

2018-06-12

PREAI

Terzenidis, N.; Moralis-Pegios, M.; Mourgias-Alexandris, G.; Alexoudi, T.; Vyrsokinos, K.; Pleros, N.

High-port low-latency optical switch architecture with optical feed-forward buffering for 256-node disaggregated data centers

OPTICS EXPRESS

IF3.3

2018-03-26

OAAI

Terzenidis, Nikos; Moralis-Pegios, Miltiadis; Mourgias-Alexandris, George; Vyrsokinos, Konstantinos; Pleros, Nikos