Dr Simon Davidson

Research Fellow

Affiliations:
Links:
ORCID: 0000-0001-5385-442X
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Publications

1 - 10 out of 15Page size: 10
  1. 2021
  2. Published

    Comparison of Artificial and Spiking Neural Networks on Digital Hardware

    Furber, S. & Davidson, S., 6 Apr 2021, In: Frontiers in Neuroscience. 15, p. 651141 7 p., 651141.

    Research output: Contribution to journal › Article › peer-review

    DOI: 10.3389/fnins.2021.651141
  3. 2020
  4. Published

    spiNNlink: FPGA-Based Interconnect for the Million-Core SpiNNaker System

    Plana, L. A., Garside, J., Heathcote, J., Pepper, J., Temple, S., Davidson, S., Luján, M. & Furber, S., 28 Apr 2020, In: IEEE Access. 8, p. 84918-84928 11 p., 9079810.

    Research output: Contribution to journal › Article › peer-review

    DOI: 10.1109/ACCESS.2020.2991038
  5. Published

    Stacks of Software Stacks

    Rowley, A., Rhodes, O., Bogdan, P., Brenninkmeijer, C., Davidson, S., Fellows, D., Furber, S., Gait, A., Hopkins, M., Lester, D., Mikaitis, M., Plana, L. A. & Stokes, A., Mar 2020, SpiNNaker: A Spiking Neural Network Architecture. Furber, S. & Bogdan, P. (eds.). Now Publishers Inc, p. 79-128

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

    DOI: 10.1561/9781680836523
  6. 2019
  7. 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 conference › Abstract › peer-review

  8. 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 journal › Article › peer-review

    DOI: 10.3389/fnins.2019.00231
  9. 2018
  10. 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 journal › Article › peer-review

    DOI: 10.1109/TNNLS.2018.2816518
  11. 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. 12, NOV, 816.

    Research output: Contribution to journal › Article › peer-review

    DOI: 10.3389/fnins.2018.00816
  12. 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. IEEE, Vol. 2018-July. 8489381

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    DOI: 10.1109/IJCNN.2018.8489381
  13. 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., 2018, In: IEEE Transactions on Biomedical Circuits and Systems. 12, 5, p. 1018 9 p.

    Research output: Contribution to journal › Article › peer-review

    DOI: 10.1109/TBCAS.2018.2847562
  14. 2017
  15. 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). IEEE

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    DOI: 10.1109/ISCAS.2017.8050656
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Research Explorer downloads

470
High performance computing on SpiNNaker neuromorphic platform: A case study for energy efficient image processing

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

366
Deep Spiking Neural Network model for time-variant signals classification: A real-time speech recognition approach

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

92
Comparison of Artificial and Spiking Neural Networks on Digital Hardware

Research output: Contribution to journal › Article › peer-review

90
sPyNNaker: a Software Package for Running PyNN Simulations on SpiNNaker

Research output: Contribution to journal › Article › peer-review

72
Parallel distribution of an inner hair cell and auditory nerve model for real-time application

Research output: Contribution to journal › Article › peer-review