Advanced GeSi components for next-generation silicon photonics applications

Project Information

SIPHO-G

Grant agreement ID: 101017194

DOI 10.3030/101017194

EC signature date 15 December 2020

Start date 1 January 2021

End date 30 June 2025

Funded under

• INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT)

Total cost € 5 004 207,50

EU contribution € 4 996 207,50

Coordinated by

INTERUNIVERSITAIR MICRO-ELECTRONICA CENTRUM
Belgium

Publications

Conference proceedings (12)

Optical Linear Operator with Optimal Fidelity

Author(s): Apostolos Tsakyridis,George Giamougiannis, Angelina Totovic,Miltiadis Moralis-Pegios, David Lazovsky, Nikos Pleros
Published in: 2022 IEEE Phot. Conference, 2022
Publisher: IEEE

60Gb/s waveguide-coupled O-band GeSi quantum-confined Stark effect electro-absorption modulator

Author(s): S. A. Srinivasan, C. Porret, S. Balakrishnan, Y. Ban, R. Loo, P. Verheyen, J. Van Campenhout, M. Pantouvaki
Published in: 2021 Optical Fiber Communications Conference and Exhibition (OFC), 2021
Publisher: IEEE Xplore

A 4×4 Si3N4 generalized Mach-Zehnder interferometer for variable power splitting applications

Author(s): Stefanos Kovaios, Konstantinos Fotiadis, Apostolos Tsakyridis, George Giamougiannis, Christos Pappas, Davide Sacchetto, Michael Zervas, Miltiadis Moralis-Pegios, Nikos Pleros
Published in: 2023 SPIE OPTO PW, 2023
Publisher: SPIE
DOI: 10.1117/12.2649033

Fidelity-Restorable Universal Linear Optics and Neuromorphic Photonics

Author(s): Apostolos Tsakyridis, George Giamougiannis, Angelina Totovic, Miltiadis Moralis-Pegios, Nikos Pleros
Published in: 2022 Conference on Lasers and Electro-Optics (CLEO), 2022
Publisher: OPTICA

On-Chip Universal Linear Optics using a 4x4 Silicon Photonic Coherent Crossbar

Author(s): George Giamougiannis, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, Nikos Bamiedakis, David Lazovsky, Nikos Pleros
Published in: 2023 Optical Fiber Communications (OFC) Conference, 2023
Publisher: IEEE/OPTICA
DOI: 10.23919/ofc49934.2023.10117452

DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update

Author(s): 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
Published in: 2023 Optical Fiber Communications (OFC) Conference, 2023
Publisher: IEEE/OPTICA
DOI: 10.23919/ofc49934.2023.10117359

Programmable tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits

Author(s): Christos Pappas, Stefanos Kovaios, Miltiadis Moralis-Pegios, Apostolos Tsakyridis, George Giamougiannis, Joris Van Kerrebrouck, Gertjan Coudyzer, Xin Yin, Nikos Pleros
Published in: 2023 Optical Fiber Communications (OFC) Conference, 2023
Publisher: IEEE/OPTICA
DOI: 10.23919/ofc49934.2023.10116470

Silicon Photonic Neuromorphic Computing with 16 GHz Input Data and Weight Update Line Rates

Author(s): A. Tsakyridis, G. Giamougiannis, G. Mourgias-Alexandris, A. Totovic, G. Dabos, N. Passalis, M. Kirtas, A. Tefas, M. Moralis-Pegios, N. Pleros
Published in: 2022 Conference on Lasers and Electro-Optics (CLEO), 2022
Publisher: IEEE/OPTICA

Photonic Neuromorphic Computing: Architectures, Technologies, and Training Models

Author(s): M. Moralis-Pegios, A. Totovic, A. Tsakyridis, G. Giamougiannis, G. Mourgias-Alexandris, G. Dabos, N. Passalis, M. Kirtas, A. Tefas, N. Pleros
Published in: 2022 Optical Fiber Communication (OFC), 2022
Publisher: IEEE/OPTICA

High-speed analog photonic computing with tiled matrix multiplication and dynamic precision capabilities for DNNs

Author(s): George Giamougiannis, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, Christos Pappas, Manos Kirtas, Nikolaos Passalis, David Lazovsky, Anastasios Tefas, Nikos Pleros
Published in: 2022 European Conference and Exhibition on Optical Communication (ECOC), 2022
Publisher: IEEE/OPTICA

Compute with Light: Architectures, Technologies and Training Models for Neuromorphic Photonic Circuits

Author(s): N. Pleros, M. Moralis-Pegios, A. Totovic, G. Dabos, A. Tsakyridis, G. Giamougiannis, G. Mourgias-Alexandris, N. Passalis, M. Kirtas, A. Tefas
Published in: 2021 European Conference on Opitcal Communications (ECOC), 2021
Publisher: IEEE
DOI: 10.1109/ecoc52684.2021.9606046

Optics-informed Deep Learning over Silicon Photonic Hardware

Author(s): M. Moralis-Pegios, A. Tsakyridis, G. Giamougiannis, C. Pappas, S. Kovaios, T. Moschos, I. Roumpos, N. Pleros
Published in: 2023 SPIE PhotoneX Conference, 2023
Publisher: SPIE digital library
DOI: 10.1117/12.3008426

Peer reviewed articles (8)

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

Author(s): Apostolos Tsakyridis, George Giamougiannis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Angelina R Totovic, Manos Kirtas, Nikolaos Passalis, David Lazovsky, Anastasios Tefas, Nikos Pleros
Published in: 2022 IEEE Journal of Selected Topics in Quantum Electronics, 2022, ISSN 1558-4542
Publisher: IEEE
DOI: 10.1109/jstqe.2022.3219288

A Coherent Photonic Crossbar for Scalable Universal Linear Optics

Author(s): G. Giamougiannis, A. Tsakyridis, Y. Ma, A. Totovic, M. Moralis-Pegios, D. Lazovsky, N. Pleros
Published in: 2023 IEEE Journal of Lightwave Technology, 2023, ISSN 0733-8724
Publisher: Optical Society of America
DOI: 10.1109/jlt.2023.3234689

Generalized Mach Zehnder Interferometers Integrated on Si3N4 Waveguide Platform

Author(s): Stefanos Kovaios, Apostolos Tsakyridis, George Giamougiannis, Konstantinos Fotiadis, Davide Sacchetto, Michael Zervas, Miltiadis Moralis-Pegios, Nikos Pleros
Published in: 2023 IEEE Journal of Selected Topics in Quantum Electronics, 2023, ISSN 1558-4542
Publisher: IEEE
DOI: 10.1109/jstqe.2023.3281411.

Programmable Tanh-, ELU-, Sigmoid-, and Sin-based Nonlinear Activation Functions for Neuromorphic Photonics

Author(s): C Pappas, S Kovaios, M Moralis-Pegios, A Tsakyridis, G Giamougiannis, M Kirtas, J Van Kerrebrouck, G Coudyzer, X Yin, N Passalis, A Tefas, N Pleros
Published in: 2023 IEEE Journal of Selected Topics in Quantum Electronics (JSTQE), 2023, ISSN 1558-4542
Publisher: IEEE
DOI: 10.1109/jstqe.2023.3277118

Neuromorphic silicon photonics with 50 GHz tiled matrix multiplication for deep-learning applications

Author(s): George Giamougiannis, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Angelina R Totovic, George Dabos, Manos Kirtas, Nikolaos Passalis, Anastasios Tefas, Dimitrios Kalavrouziotis, Dimitris Syrivelis, Paraskevas Bakopoulos, Elad Mentovich, David Lazovsky, Nikos Pleros
Published in: 2023 Advanced Photonics, 2023, ISSN 1996-756X
Publisher: 0277-786X
DOI: 10.1117/1.ap.5.1.016004

Fidelity Restorable Universal Linear Optics

Author(s): Apostolos Tsakyridis, George Giamougiannis, Angelina Totovic, Nikos Pleros
Published in: 2022 Advanced Photonics Research, 2022, ISSN 2699-9293
Publisher: Wiley Online Library
DOI: 10.1002/adpr.202200001

Analog nanophotonic computing going practical: silicon photonic deep learning engines for tiled optical matrix multiplication with dynamic precision

Author(s): G. Giamougiannis, A. Tsakyridis, M. Moralis-Pegios, C. Pappas, M. Kirtas, N. Passalis, D. Lazovsky, A. Tefas, N. Pleros
Published in: 2023 Nanophotonics, 2023, ISSN 2192-8614
Publisher: De Gruyter
DOI: 10.1515/nanoph-2022-0423

Universal Linear Optics Revisited: New Perspectives for Neuromorphic Computing with Silicon Photonics

Author(s): George Giamougiannis, Apostolos Tsakyridis, Miltiadis Moralis-Pegios, George Mourgias-Alexandris, Angelina R Totovic, Manos Kirtas, Nikolaos Passalis, David Lazovsky, Anastasios Tefas, Nikos Pleros
Published in: 2022 IEEE Journal of Selected Topics in Quantum Electronics, 2022, ISSN 1558-4542
Publisher: IEEE
DOI: 10.1109/jstqe.2022.3228318