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

  • 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
  • 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
  • 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
  • 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
  • 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)
  • 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 2020
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