Energy- and size-efficient ultra-fast plasmonic circuits for neuromorphic computing architectures
Energy- and size-efficient ultra-fast plasmonic circuits for neuromorphic computing architectures
Energy- and size-efficient ultra-fast plasmonic circuits for neuromorphic computing architectures

Conference Publications

    Joint Publications
  • AUTH-SOTON :G. Mourgias-Alexandris et al., "25GMAC/sec/axon photonic neural networks with 7GHz bandwidth optics through channel response-aware training", 2021 European Conference on Optical Communication (ECOC), 2021, pp. 1-4, doi: 10.1109/ECOC52684.2021.9606097.
     
  • ETHZ-AUTH :T. Blatter, Y. Horst, W. Heni, C. Pappas, A. Tsakyridis, G. Giamougiannis, M. Eppenberger, M. Kohli, U. Koch, M. Moralis-Pegios, N. Pleros and J. Leuthold, “Is There an Ideal Plasmonic Modulator Configuration?”, 48th European Conference on Optical Communication (ECOC), Basel, Switzerland, Sept. 2022
     
  • AUTH-IMEC :C. Pappas, S. Kovaios, M. Moralis-Pegios, A. Tsakyridis, G. Giamougiannis, J. Van Kerrebrouck, G. Coudyzer, X. Yin and N. Pleros, “Programmable tanh- and ReLU-like Optoelectronic Activation Functions for Neuromorphic Photonic Circuits”, Optical Fiber Comm. Conf (OFC) 2023, San Diego, CA, USA, Mar. 2023 Online Repository
     
  • AUTH-MLNX :A. Tsakyridis, G. Giamougiannis, M. Moralis-Pegios, G. Mourgias-Alexandris, A. R. Totovic, G. Dabos, M. Kirtas, N. Passalis, A. Tefas, D. Kalavrouziotis, D. Syrivelis, P. Bakopoulos, E. Mentovich, N. Pleros, “DDOS attack identification via a silicon photonic Deep Neural Network with 50 GHz input and weight update”, Optical Fiber Comm. Conf (OFC) 2023, San Diego, CA, USA, Mar. 2023 Online Repository
     
    • Partner Publications
  • A. Messner et al., "100 Gbit/s NRZ Data Modulation in Plasmonic Racetrack Modulators on the Silicon Photonic Platform", 2020 European Conference on Optical Communications (ECOC), 2020, pp. 1-3,10.1109/ECOC48923.2020.9333272.
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  • G. Giamougiannis et al., "Silicon-integrated coherent neurons with 32GMAC/sec/axon compute line-rates using EAM-based input and weighting cells", 2021 European Conference on Optical Communication (ECOC), 2021, pp. 1-4, doi: 10.1109/ECOC52684.2021.9605987.
     
  • M. Eppenberger et al., "Plasmonic Racetrack Modulator Transmitting 220 Gbit/s OOK and 408 Gbit/s 8PAM", 2021 European Conference on Optical Communication (ECOC), 2021, pp. 1-4, doi: 10.1109/ECOC52684.2021.9605911.
  • P. Ma et al., "Plasmonic Graphene Organic Hybrid Phase Modulator with 10 µm Length, >70 GHz Bandwidth and 4.5 dB Insertion Loss", 2021 European Conference on Optical Communication (ECOC), 2021, pp. 1-4, doi: 10.1109/ECOC52684.2021.9605831.
  • Q. Hu et al., "Plasmonic-MZM-based Short-Reach Transmission up to 10 km Supporting >304 GBd Polybinary or 432 Gbit/s PAM-8 Signaling", 2021 European Conference on Optical Communication (ECOC), 2021, pp. 1-4, doi: 10.1109/ECOC52684.2021.9606060.
  • G. Dabos, N. Passalis, A. Totovic, A. Tefas, G. Mourgias-Alexandris "Light-powered neurons and AI PIC engines", IEEE Summer Topicals (Invited)
  • N. Pleros "Plasmonics in CMOS foundries: a new toolkit for PICs"
  • G. Dabos , A. Totovic and N. Pleros "Neuromorphic Photonic Architectures" DATE Conference 2020, Grenoble
  • M. Lemme "Two-Dimensional Materials for Nanolectronics and Photonics", IU.NET Days, Modena, Italy, September 10-11, 2020
  • M. Lemme "Graphen und weitere zweidimensionale Materialien aus der Nanotechnologie", Rotary Club Aachen, 22.09.2020
  • M. Lemme "A European Experimental Pilot Line for Wafer-scale Integration of Graphene and 2D Materials", Pacific Rim Meeting on Electrochemical and Solid State Science, PRIME, Hawaii, USA, October 4-9, 2020
  • M. Lemme "Two-dimensional Materials and Devices: Promising Concepts for Emerging IT Applications", International Conference on Solid-State Devices and Materials, SSDM, Toyama, Japan, September 27-30, 2020
  • M. Lemme "Anwendungspotenziale zweidimensionaler Materialien in der Mikro- und Nanotechnologie", 8. GMM-Workshop und BMBF-Workshop des VDE Verband der Elektrotechnik Elektronik Informationstechnik e.V., Bochum, September 15-16, 2020
  • Bert Jan Offrein, Jacqueline Geler-Kremer, Jonas Weiss, Roger Dangel, Pascal Stark, Ankita Sharma, Stefan Abel, Folkert Horst, "Prospects for photonic implementations of neuromorphic devices and systems", IEDM 2020 (Invited)
  • B.J. Offrein, "Ferroelectric Phase Shifters in Silicon Photonics for novel Types of Optical Computing", MRS Fall Meeting, 2020
  • B.J. Offrein, "Opportunities for integrated optics in neuromorphic computing", PIC International II, 2020
  • P. Stark, B.J. Offrein, "Opportunities for analog signal processing in the electrical and the optical domain", WS5, ECOC 2020
  • B.J. Offrein, "Analog optical accelerators for neuromorphic computing", Cadence Photonics Summit, 2020
  • G. Mourgias-Alexandris, N. Passalis, G. Dabos, A. Totovic, A. Tefas, and N. Pleros, "Time-series classification with an all-optical recurrent neuron", ECOC 2020, Brussels, 6-10 December 2020
    • Online Repository
     
  • G. Mourgias-Alexandris, G. Dabos, N. Passalis, A. Tefas, A. Totovic, and N. Pleros, "All-optical recurrent neural network with sigmoid activation function", in Optical Fiber Communication Conference (OFC) 2020, OSA Technical Digest (Optical Society of America, 2020), paper W3A.5 Online Repository
     
  • G. Mourgias-Alexandris, A. Totovic, N. Passalis, G. Dabos, A. Tefas, and N. Pleros "Neuromorphic computing through photonic integrated circuits", Proc. SPIE 11284, Smart Photonic and Optoelectronic Integrated Circuits XXII, 1128403 (26 February 2020); https://doi.org/10.1117/12.2543781
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    https://ikee.lib.auth.gr/record/323573/?ln=en
  • G. Dabos, A. Totovic, N. Passalis, A. Tefas, and N. Pleros, "Femtojoule Technology Roadmap for TeraMAC Neuromorphic Photonic Accelerators", accepted in IEEE Photonic Conference 2020 (IPC2020)
  • N. Passalis, G. Mourgias-Alexandris, N. Pleros and A. Tefas, "Adaptive Initialization for Recurrent Photonic Networks using Sigmoidal Activations" 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Sevilla, 2020, pp. 1-5, doi: 10.1109/ISCAS45731.2020.9181106 Online Repository
     
  • George Dabos, George Mourgias-Alexandris, Angelina Totović, Nikolaos Passalis, Anastasios Tefas and Nikos Pleros, "Photonic Recurrent Neural Networks with Gating Circuit" CLEO 2020 OSA (Virtual Conference) Online Repository
     
  • N. Passalis , M. Kirtas. G. Mourgias-Alexandris, G. Dabos, N. Pleros and A. Tefas, "Training noise-resilient recurrent photonic networks for financial time series analysis", in EUSIPCO 2020Online Repository
     
  • A. Tsakyridis, G. Giamougiannis, G. Mourgias-Alexandris, A. Totovic, G. Dabos, N. Passalis, M. Kirtas, A. Tefas, D. Lazovsky, M. Moralis-Pegios and N. Pleros, “Silicon Photonic Neuromorphic Computing with 16 GHz Input Data and Weight Update Line Rates”, Conf. on Lasers and Electro-Optics (CLEO) 2022, San Jose, CA, USA, May 2022 Online Repository
     
  • G. Giamougiannis, A. Tsakyridis, M. Moralis-Pegios, C. Pappas, M. Kirtas, N. Passalis, D. Lazovsky, A. Tefas, N. Pleros, “High-speed analog photonic computing with tiled matrix multiplication and dynamic precision capabilities for DNNs”, 48th European Conference on Optical Communication (ECOC), Basel, Switzerland, Sept. 2022 Online Repository
     
  • A. Tsakyridis, G. Giamougiannis, A. Totovic, M. Moralis-Pegios, D. Lazovsky and N. Pleros, “Optical Linear Operator with Optimal Fidelity”, IEEE Photonics Conf. 2022, Vancouver, Canada, Nov. 2022 Online Repository
     

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