Dr Simon Davidson

Research Fellow

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Publications

  1. 2019
  2. Published

    Event-based computation: Unsupervised elementary motion decomposition

    Bogdan, P., Pineda Garcia, G., Davidson, S., Hopkins, M., James, R. & Furber, S., 2019, p. 20-23. 4 p.

    Research output: Contribution to conferenceAbstract

  3. Published

    SpiNNTools: The Execution Engine for the SpiNNaker Platform

    Rowley, A., Brenninkmeijer, C., Davidson, S., Fellows, D., Gait, A., Lester, D., Plana, L. A., Rhodes, O., Stokes, A. & Furber, S., 2019, In : Frontiers in Neuroscience.

    Research output: Contribution to journalArticle

  4. 2018
  5. Published

    Behavioral Learning in a Cognitive Neuromorphic Robot: An Integrative Approach

    Rast, A. D., Adams, S. V., Davidson, S., Davies, S., Hopkins, M., Rowley, A., Stokes, A. B., Wennekers, T., Furber, S. & Cangelosi, A., 2 Dec 2018, In : IEEE Transactions on NEural Networks and Learning Systems. 29, 12, p. 6132-6144 13 p.

    Research output: Contribution to journalArticle

  6. Published

    sPyNNaker: a Software Package for Running PyNN Simulations on SpiNNaker

    Rhodes, O., Bogdan, P., Brenninkmeijer, C., Davidson, S., Fellows, D., Gait, A., Lester, D., Mikaitis, M., Plana, L. A., Rowley, A., Stokes, A. & Furber, S., 20 Nov 2018, In : Frontiers in Neuroscience.

    Research output: Contribution to journalArticle

  7. Published

    Deep Spiking Neural Network model for time-variant signals classification: A real-time speech recognition approach

    Dominguez-Morales, J. P., Liu, Q., James, R., Gutierrez-Galan, D., Jimenez-Fernandez, A., Davidson, S. & Furber, S., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers , Vol. 2018-July. 8489381

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

  8. Published

    Parallel distribution of an inner hair cell and auditory nerve model for real-time application

    James, R., Garside, J., Hopkins, M., Plana, L. A., Temple, S., Davidson, S. & Furber, S., 23 Mar 2018, 2017 IEEE Biomedical Circuits and Systems Conference, BioCAS 2017 - Proceedings. Institute of Electrical and Electronics Engineers , Vol. 2018-January. p. 1-4 4 p.

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

  9. 2017
  10. Published

    Dynamic voltage and frequency scaling for neuromorphic many-core systems

    Höppner, S., Yan, Y., Vogginger, B., Dixius, A., Partzsch, J., Neumärker, F., Hartmann, S., Schiefer, S., Scholze, S., Ellguth, G., Cederstroem, L., Eberlein, M., Mayr, C., Temple, S., Plana, L. A., Garside, J., Davidson, S., Lester, D. & Furber, S., 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS). Institute of Electrical and Electronics Engineers

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

  11. Published

    Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systems

    Höppner, S., Yan, Y., Vogginger, B., Dixius, A., Partzsch, J., Joshi, P., Neumärker, F., Hartmann, S., Schiefer, S., Scholze, S., Ellguth, G., Cederstroem, L., Eberlein, M., Mayr, C., Temple, S., Plana, L. A., Garside, J., Davidson, S., Lester, D. & Furber, S., 2017.

    Research output: Contribution to conferencePoster

  12. Published

    Parallel distribution of an inner hair cell and auditory nerve model for real-time application

    James, R., Garside, J., Hopkins, M., Plana, L. A., Temple, S., Davidson, S. & Furber, S., 2017, IEEE Biomedical Circuits & Systems Conference (BIOCAS 2017) .

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

  13. 2016
  14. Published

    High performance computing on SpiNNaker neuromorphic platform: A case study for energy efficient image processing

    Sugiarto, I., Liu, G., Davidson, S., Plana, L. A. & Furber, S., 9 Dec 2016, Performance Computing and Communications Conference (IPCCC), 2016 IEEE 35th International: IEEE.

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

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