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  • 2024

    Exploring spiking neural networks (SNN) for low Size, Weight, and Power (SWaP) benefits

    Bihl, T. J., Farr, P., Di Caterina, G., Kirkland, P., Vicente Sola, A., Manna, D., Liu, J. & Combs, K., 3 Jan 2024, Proceedings of the 57th Hawaii International Conference on System Sciences. Bui, T. X. (ed.). Honolulu, HI, p. 7561-7570 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    34 Downloads (Pure)
  • 2023

    Neuromorphic sensing and processing for space domain awareness

    Kirkland, P., Clemente, C., Macdonald, M., Di Caterina, G. & Meoni, G., 16 Jul 2023, (E-pub ahead of print) 2023 International Geoscience and Remote Sensing Symposium, IGARSS2023 - Proceedings. Piscataway, NJ.: IEEE, 4 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    155 Downloads (Pure)
  • 2022

    Movement classification and segmentation using event-based sensing and spiking neural networks

    Kirkland, P. & Di Caterina, G., 23 Sept 2022, 2022 Sensor Signal Processing for Defence Conference, SSPD 2022 - Proceedings. Piscataway, NJ.: IEEE, (2022 Sensor Signal Processing for Defence Conference, SSPD 2022 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    1 Citation (Scopus)
    54 Downloads (Pure)
  • 2021

    Neuromorphic image processing with a VCSEL neuron

    Robertson, J., Kirkland, P., Alanis, J., Hejda, M., Bueno, J., Di Caterina, G. & Hurtado, A., 12 Nov 2021, 2021 IEEE Photonics Conference (IPC). Piscataway, NJ: IEEE, 2 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

  • 2020

    SpikeSEG: Spiking segmentation via STDP saliency mapping

    Kirkland, P., Di Caterina, G., Soraghan, J. & Matich, G., 28 Sept 2020, 2020 International Joint Conference on Neural Networks (IJCNN). Piscataway, N.J.: IEEE, 8 p.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
    File
    18 Citations (Scopus)
    78 Downloads (Pure)
  • Neuromorphic technologies for defence and security

    Kirkland, P., Di Caterina, G., Soraghan, J. & Matich, G., 21 Sept 2020, Emerging Imaging and Sensing Technologies for Security and Defence V; and Advanced Manufacturing Technologies for Micro- and Nanosystems in Security and Defence III. Buller, G. S., Hollins, R. C., Lamb, R. A., Laurenzis, M., Camposeo, A., Farsari, M., Persano, L. & Busse, L. E. (eds.). Bellingham, Washington, 18 p. 115400V. (Proceedings of SPIE; vol. 11540).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
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    1 Citation (Scopus)
    109 Downloads (Pure)
  • Imaging from temporal data via spiking convolutional neural networks

    Kirkland, P., Kapitany, V., Lyons, A., Soraghan, J., Turpin, A., Faccio, D. & Di Caterina, G., 20 Sept 2020, Emerging Imaging and Sensing Technologies for Security and Defence V; and Advanced Manufacturing Technologies for Micro- and Nanosystems in Security and Defence III. Buller, G. S., Hollins, R. C., Lamb, R. A., Laurenzis, M., Camposeo, A., Farsari, M., Persano, L. & Busse, L. E. (eds.). Bellingham, Washington, Vol. 11540. 20 p. 115400J

    Research output: Chapter in Book/Report/Conference proceedingConference contribution book

    Open Access
    File
    5 Citations (Scopus)
    108 Downloads (Pure)