Dr Simon Davidson

Research Fellow

Affiliations:

Advanced Processor Technology, Department of Computer Science

Links:

Mendeley

ORCID: 0000-0001-5385-442X

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Publications

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2020
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
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
2019
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
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
2018
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
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
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
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
2017
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
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 conference › Poster › peer-review
DOI: 10.1109/ISCAS.2017.8050396