Mr Michael Hopkins

Research Fellow

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Publications

  1. 2020
  2. Published

    Learning in neural networks

    Bogdan, P. A., Pineda García, G., Hopkins, M., Jones, E., Knight, J. C. & Perrett, A., 31 Mar 2020, SpiNNaker: a spiking neural network architecture. Furber, S. & Bogdan, P. A. (eds.). Boston-Delft: Now Publishers Inc, p. 209-265 57 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  3. 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 proceedingChapter

  4. Published

    Stochastic rounding and reduced-precision fixed-point arithmetic for solving neural ordinary differential equations

    Hopkins, M., Mikaitis, M., Lester, D. & Furber, S., 2020, In : Philosophical Transactions of the Royal Society A-Mathematical Physical and Engineering Sciences. p. 1-22 22 p.

    Research output: Contribution to journalArticlepeer-review

  5. 2019
  6. 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 conferenceAbstractpeer-review

  7. 2018
  8. 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 journalArticlepeer-review

  9. Published

    Spiking Neural Networks for Computer Vision

    Hopkins, M., Pineda García, G., Bogdan, P. & Furber, S., 6 Aug 2018, In : Interface Focus. 8, 4

    Research output: Contribution to journalArticlepeer-review

  10. 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 journalArticlepeer-review

  11. Published

    Performance Comparison of the Digital Neuromorphic Hardware SpiNNaker and the Neural Network Simulation Software NEST for a Full-Scale Cortical Microcircuit Model

    Van Albada, S. J., Rowley, A. G., Senk, J., Hopkins, M., Schmidt, M., Stokes, A. B., Lester, D. R., Diesmann, M. & Furber, S. B., 2018, In : Frontiers in Neuroscience. 12, 291

    Research output: Contribution to journalArticlepeer-review

  12. 2017
  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., 2017, IEEE Biomedical Circuits & Systems Conference (BIOCAS 2017) .

    Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

  14. 2015
  15. Published

    Accuracy and Efficiency in Fixed-Point Neural ODE Solvers

    Hopkins, M. & Furber, S., 2015, In : Neural Computation. 27, p. 2148-2182 34 p.

    Research output: Contribution to journalArticlepeer-review

Research Explorer downloads

343

Research output: Contribution to journalArticlepeer-review

39

Research output: Contribution to conferenceAbstractpeer-review

30

Research output: Contribution to journalArticlepeer-review