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ORCIDMiltiadis Moralis-Pegios
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Journal Articles
- 2023
[j5]Manos Kirtas
, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas:
Mixed-precision quantization-aware training for photonic neural networks. Neural Comput. Appl. 35(29): 21361-21379 (2023)- 2022
- [j4]Angelina Totovic, Christos Pappas, Manos Kirtas, Apostolos Tsakyridis, George Giamougiannis, Nikolaos Passalis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros:
WDM equipped universal linear optics for programmable neuromorphic photonic processors. Neuromorph. Comput. Eng. 2(2): 24010 (2022) - [j3]Manos Kirtas, Athina Oikonomou, Nikolaos Passalis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas:
Quantization-aware training for low precision photonic neural networks. Neural Networks 155: 561-573 (2022) - 2018
- [j2]Nikos Terzenidis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Theonitsa Alexoudi, K. Vyrsokinos, Nikos Pleros:
High-Port and Low-Latency Optical Switches for Disaggregated Data Centers: The Hipoλaos Switch Architecture [Invited]. JOCN 10(7): B102-B116 (2018) - 2015
- [j1]Miltiadis Moralis-Pegios, Pelagia Alexandridou, Christos S. Koukourlis:
Applying Pulse Width Modulation in Body Coupled Communication. J. Electr. Comput. Eng. 2015: 378054:1-378054:6 (2015)
Conference and Workshop Papers
- 2024
- [c35]Dimitra Ketzaki, Ronis T. Maximidis, Stefanos Kovaios, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Nikolaos Pleros:
Multi-beam Optical Beamformer PICs for LiDAR and RADAR Applications. ICTON 2024: 1-4 - [c34]Petar Atanasijevic, Christos Pappas, Mladen Banovic, Jasna V. Crnjanski, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Konstantinos Vyrsokinos, Marko M. Krstic, Peda Mihailovic, Slobodan Petricevic, Nikos Pleros, Dejan M. Gvozdic:
Adaptive all-optical sigmoid activation functions for Photonic Neural Networks using Fabry-Perot laser diodes under optical injection. OFC 2024: 1-3 - [c33]Tobias Blatter, Amane Zürrer, Yannik Horst, Christos Pappas, George Giamougiannis, Apostolos Tsakyridis, Manuel Kohli, Ueli Koch, Miltiadis Moralis-Pegios, Nikos Pleros, Juerg Leuthold:
Plasmonically Enhanced Optical Accelerator for Nonlinear Signal Processing Based on Artificial Neural Networks. OFC 2024: 1-3 - [c32]George Giamougiannis, Christos Pappas, Theodoros Moschos, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Christos Vagionas, Yanir London, Thomas Van Vaerenbergh, Bassem Tossoun, Nikos Pleros:
20 GHz Silicon Integrated Optical Ternary Content Addressable Memory (CAM) Cell. OFC 2024: 1-3 - [c31]Stefanos Kovaios, Ioannis Roumpos, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Mathias Berciano, Filippo Ferraro, Dieter Bode, Ashwyn Srinivasan, Marianna Pantouvaki, Nikos Pleros:
Sub-pJ/MAC Silicon Photonic GeMM for Optical Neural Networks using a Time-Space Multiplexed Coherent Xbar. OFC 2024: 1-3 - [c30]Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Christos Pappas, Theodoros Moschos, George Giamougiannis, Stefanos Kovaios, Ioannis Roumpos, Manos Kirtas, Nikos Passalis, Anastasios Tefas, Nikos Pleros:
Optics-informed Neural Networks: Bridging Deep Learning with Photonic Accelerators. OFC 2024: 1-3 - [c29]Christos Pappas, Theodoros Moschos, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros:
A TeraFLOP Photonic Matrix Multiplier using Time-Space-Wavelength Multiplexed AWGR-based Architectures. OFC 2024: 1-3 - [c28]Christos Pappas, Theodoros Moschos, A. Prapas, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, K. Vyrsokinos, Nikos Pleros:
A 160 TOPS Multi-dimensional AWGR-based accelerator for Deep Learning. OFC 2024: 1-3 - 2023
- [c27]Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, George Mourgias-Alexandris, Nikolaos Pleros, Anastasios Tefas:
Quantization-Aware Training for Mixed Precision Photonic Neural Networks. MLSP 2023: 1-6 - [c26]George Giamougiannis, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Nikos Bamiedakis, David Lazovsky, Nikos Pleros:
On-Chip Universal Linear Optics using a 4x4 Silicon Photonic Coherent Crossbar. OFC 2023: 1-3 - [c25]Christos Pappas, Stefanos Kovaios, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, George Giamougiannis, Joris Van Kerrebrouck, Gertjan Coudyzer, Xin Yin, Nikos Pleros:
Programmable tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits. OFC 2023: 1-3 - [c24]Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Anastasios Tefas, Nikos Pleros:
Programmable Photonic Neural Networks for advanced Machine Learning tasks. OFC 2023: 1-3 - [c23]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:
DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update. OFC 2023: 1-3 - 2022
- [c22]Athina Oikonomou, Manos Kirtas, Nikos Passalis, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas:
A Robust, Quantization-Aware Training Method for Photonic Neural Networks. EANN 2022: 427-438 - [c21]Miltiadis Moralis-Pegios, Angelina Totovic, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, George Dabos, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Nikos Pleros:
Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models. OFC 2022: 1-3 - [c20]Ioannis Roumpos, Themistoklis Chrysostomidis, Vittorio Grimaldi, Francesco Zanetto, Fabio Toso, Peter De Heyn, Yoojin Ban, J. van Campenhour, Giorgio Ferrari, Marco Sampietro, Francesco Morichetti, Andrea Melloni, Kostantinos Vyrsokinos, Theonitsa Alexoudi, Nikos Pleros, Miltiadis Moralis-Pegios:
Temperature Tolerant On-Chip WDM Silicon Photonic Transmitter and AWGR-based Routing Interconnects. OFC 2022: 1-3 - [c19]Manos Kirtas, Nikolaos Passalis, Athina Oikonomou, George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Nikos Pleros, Anastasios Tefas:
Normalized Post-training Quantization for Photonic Neural Networks. SSCI 2022: 657-663 - 2021
- [c18]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:
Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells. ECOC 2021: 1-4 - [c17]George Mourgias-Alexandris, Apostolos Tsakyridis, Nikolaos Passalis, Manos Kirtas, Anastasios Tefas, Teerapat Rutirawut, Frederic Y. Gardes, Nikos Pleros, Miltiadis Moralis-Pegios:
25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training. ECOC 2021: 1-4 - [c16]Nikos Pleros, Miltiadis Moralis-Pegios, Angelina Totovic, George Dabos, Apostolos Tsakyridis, George Giamougiannis, George Mourgias-Alexandris, Nikos Passalis, Manos Kirtas, Anastasios Tefas:
Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits. ECOC 2021: 1-4 - [c15]George Mourgias-Alexandris, Miltiadis Moralis-Pegios, Stelios Simos, George Dabos, Nikos Passalis, Manos Kirtas, Teerapat Rutirawut, Frederic Y. Gardes, Anastasios Tefas, Nikos Pleros:
A Silicon Photonic Coherent Neuron with 10GMAC/sec processing line-rate. OFC 2021: 1-3 - 2020
- [c14]Apostolos Tsakyridis, Nikos Terzenidis, George Giamougiannis, Joris Van Kerrebrouck, Marijn Verbeke, Guy Torfs, Miltiadis Moralis-Pegios, Nikos Pleros:
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. ECOC 2020: 1-4 - [c13]Antoine Brimont, Andrea Zanzi, Christos Vagionas, Miltiadis Moralis-Pegios, Konstantinos Vyrsokinos, Nikos Pleros, Jochen Kraft, Victor Sidorov, Bogdan Sirbu, Tolga Tekin, Pablo Sanchis:
Low Voltage Silicon Photonic Modulators and Switches for High Radix Integrated Transmitters. ICTON 2020: 1-4 - [c12]Miltiadis Moralis-Pegios, Francesco Zanetto, Emanuele Guglielmi, Vittorio Grimaldi, Konstantinos Fotiadis, Stelios Pitris, Theoni Alexoudi, Peter De Heyn, Yoojin Ban, Joris Van Campenhout, Douglas Aguiar, Giorgio Ferrari, Marco Sampietro, Andrea Melloni, Nikos Pleros:
Automated Thermal Drift Compensation in WDM-Based Silicon Photonic Multi-Socket Interconnect Systems. OFC 2020: 1-3 - [c11]Stelios Pitris, Miltiadis Moralis-Pegios, Theoni Alexoudi, Konstantinos Fotiadis, Yoojin Ban, Peter De Heyn, Joris Van Campenhout, Nikos Pleros:
A 400 Gb/s O-Band WDM (8×50 Gb/s) Silicon Photonic Ring Modulator-Based Transceiver. OFC 2020: 1-3 - [c10]Nikos Terzenidis, Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, Konstantinos Vyrsokinos, Nikos Pleros:
A 25.6 Tbps capacity 1024-port Hipoλaos Optical Packet Switch Architecture for disaggregated datacenters. OFC 2020: 1-3 - 2019
- [c9]Stelios Pitris, Miltiadis Moralis-Pegios, Theoni Alexoudi, Yoojin Ban, Peter De Heyn, Joris Van Campenhout, Nikos Pleros:
A 4×40 Gb/s O-Band WDM Silicon Photonic Transmitter Based on Micro-Ring Modulators. OFC 2019: 1-3 - [c8]Nikos Terzenidis, Miltiadis Moralis-Pegios, Stelios Pitris, Charoula Mitsolidou, George Mourgias-Alexandris, Apostolos Tsakyridis, Christos Vagionas, Konstantinos Vyrsokinos, Theoni Alexoudi, Nikos Pleros:
Optics for Disaggregating Data Centers and Disintegrating Computing. ONDM 2019: 274-285 - [c7]Nikos Terzenidis, Miltiadis Moralis-Pegios, Theoni Alexoudi, Stelios Pitris, Konstantinos Vyrsokinos, Nikos Pleros:
Dual-Layer Locality-Aware Optical Interconnection Architecture for Latency-Critical Resource Disaggregation Environments. ONDM 2019: 299-309 - [c6]Miltiadis Moralis-Pegios, Stelios Pitris, Theoni Alexoudi, Hannes Ramon, Xin Yin, Johan Bauwelinck, Yoojin Ban, Peter De Heyn, Joris Van Campenhout, Nikos Pleros:
DSP-free 52km-long dispersion uncompensated optical link employing a 40 Gb/s O-band silicon microring modulator assembled with a 1V-CMOS driver. OECC/PSC 2019: 1-3 - 2018
- [c5]Miltiadis Moralis-Pegios, Stelios Pitris, Theonitsa Alexoudi, Joris Lambrecht, Xin Yin, Johan Bauwelinck, Yoojin Ban, Peter De Heyn, Marianna Pantouvaki, Joris Van Campenhout, Nikos Pleros:
Chip-to-Chip Interconnect for 8-Socket Direct Connectivity Using 25Gb/s O-Band Integrated Transceiver and Routing Circuits. ECOC 2018: 1-3 - [c4]Miltiadis Moralis-Pegios, Nikos Terzenidis, George Mourgias-Alexandris, Konstantinos Vyrsoklnos, Nikos Pleros:
Multicasting in a 256-Port Sub-#181;sec Latency Hipoλaos Switch Architecture for Disaggregated DataCenters. ECOC 2018: 1-3 - [c3]Nikos Terzenidis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Kostantinos Vyrsokinos, Nikos Pleros:
A 1024-Port sub-µsee Latency Optical Packet Switch Using the Hipoλaos λ-Routed Modified Spanke Switch Architecture. ECOC 2018: 1-3 - [c2]Miltiadis Moralis-Pegios, Nikos Terzenidis, George Mourgias-Alexandris, Kostantinos Vyrsokinos, Nikos Pleros:
Sub-μs Latency High-Port Optical Packet Switch Fabrics for Disaggregated Computing: The Hipoλaos OPS Architecture. ICTON 2018: 1-4 - 2016
- [c1]Konstantinos Vyrsokinos, Miltiadis Moralis-Pegios, Christos Vagionas, Antoine Brimont, Andrea Zanzi, Pablo Sanchis, J. Marti, Jochen Kraft, K. Rohracher, Sander Dorrestein, M. Bogdan, Nikos Pleros:
Single Mode Optical Interconnects for future data centers. ICTON 2016: 1-4
Informal and Other Publications
- 2023
- [i2]Miltiadis Moralis-Pegios, George Giamougiannis, Apostolos Tsakyridis, David Lazovsky, Nikos Pleros:
Perfect Linear Optics using Silicon Photonics. CoRR abs/2306.17728 (2023) - [i1]Apostolos Tsakyridis, Miltiadis Moralis-Pegios, George Giamougiannis, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Nikos Pleros:
Photonic Neural Networks and Optics-informed Deep Learning Fundamentals. CoRR abs/2312.00037 (2023)
Coauthor Index
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