Steve Furber, CBE FRS FREng DFBCS FIET CITP CEng

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  • 2023

    Instrumental Conditioning with Neuromodulated Plasticity on SpiNNaker

    Enuganti, P. K., Bhattacharya, B. S., Gait, A., Rowley, A., Brenninkmeijer, C., Fellows, D. K. & Furber, S. B., 2023, Neural Information Processing - 29th International Conference, ICONIP 2022, Proceedings. Tanveer, M., Agarwal, S., Ozawa, S., Ekbal, A. & Jatowt, A. (eds.). p. 148-159 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13624 LNCS).

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

  • 2021

    Towards Biologically-Plausible Neuron Models and Firing Rates in High-Performance Deep Spiking Neural Networks

    Furber, S. & Li, C., 29 Jul 2021, Proc. Intl Conf on Neuromorphic Systems (ICONS) 2021. Association for Computing Machinery, p. 1-7 7 p.

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

    Open Access
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  • 2020

    Robustness to Noisy Synaptic Weights in Spiking Neural Networks

    Li, C., Chen, R., Moutafis, C. & Furber, S., 28 Sept 2020, 2020 International Joint Conference on Neural Networks (IJCNN). Glasgow, United Kingdom, United Kingdom: IEEE, p. 1-8 8 p.

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

    Open Access
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    226 Downloads (Pure)
  • 2019

    SLAMBench 3.0: Systematic Automated Reproducible Evaluation of SLAM Systems for Robot Vision Challenges and Scene Understanding

    Bujanca, M., Gafton, P., Saeedi, S., Nisbet, A., Bodin, B., O'Boyle, M. F., Davison, A. J., Kelly, P. H., Riley, G., Lennox, B., Luján, M. & Furber, S., 12 Aug 2019, 2019 International Conference on Robotics and Automation (ICRA). IEEE, (2019 International Conference on Robotics and Automation (ICRA)).

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

    Open Access
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    786 Downloads (Pure)
  • 2018

    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 proceedingConference contributionpeer-review

    Open Access
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    622 Downloads (Pure)
  • Network-on-Chip Evaluation for a Novel Neural Architecture

    Kynigos, M., Navaridas, J., Plana, L. A. & Furber, S., 2018, Computing frontiers conference.

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

    Open Access
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    187 Downloads (Pure)
  • SLAMBench2: Multi-Objective Head-to-Head Benchmarking for Visual SLAM

    Bodin, B., Wagstaff, H., Saecdi, S., Nardi, L., Vespa, E., Mawer, J., Nisbet, A., Lujan, M., Furber, S., Davison, A. J., Kelly, P. H. J. & O'Boyle, M. F. P., 10 Sept 2018, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. IEEE, p. 3637-3644 8 p. 8460558

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

    Open Access
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    165 Downloads (Pure)
  • Software-defined PMC for runtime power management of a many-core neuromorphic platform

    Sugiarto, I., Shang, D., Singh, A. K., Ouni, B., Merrett, G., Al-Hashimi, B. & Furber, S., 28 Jan 2018, Proceedings of ICCES 2017 12th International Conference on Computer Engineering and Systems. IEEE, Vol. 2018-January. p. 641-646 6 p.

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

  • 2017

    A fixed point exponential function accelerator for a neuromorphic many-core system

    Partzsch, J., Hoppner, S., Eberlein, M., Schuffny, R., Mayr, C., Lester, D. R. & Furber, S., 28 Sept 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. IEEE, 8050528

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

    Open Access
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    737 Downloads (Pure)
  • Asynchronous Interface FIFO Design on FPGA for High-throughput NRZ Synchronisation

    Liu, G., Garside, J., Furber, S., Plana, L. A. & Koch, D., 5 Oct 2017, 2017 27th International Conference on Field Programmable Logic and Applications (FPL). IEEE, 8 p. (International Conference on Field Programmable Logic and Applications).

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

    Open Access
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    1146 Downloads (Pure)
  • 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 proceedingConference contributionpeer-review

  • Multiplexing AER asynchronous channels over LVDS links with flow-control and clock-correction for scalable neuromorphic systems

    Yousefzadeh, A., Jabłoński, M., Iakymchuk, T., Linares-Barranco, A., Rosado, A., Plana, L. A., Serrano-Gotarredona, T., Furber, S. & Linares-Barranco, B., 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS). IEEE

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

    Open Access
  • PyDVS: An extensible, real-time Dynamic Vision Sensor emulator using off-the-shelf hardware

    Garcia, G. P., Camilleri, P., Liu, Q. & Furber, S., 9 Feb 2017, 2016 IEEE Symposium Series on Computational Intelligence, SSCI 2016. IEEE, 7850249

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

    Open Access
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    259 Downloads (Pure)
  • 2016

    Bio-inspired massively-parallel computation

    Furber, S., 2016, Parallel Computing: On the Road to Exascale. Elsevier BV, Vol. 27. p. 3-10 8 p. (Advances in Parallel Computing; vol. 27).

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

  • Efficient SpiNNaker simulation of a heteroassociative memory using the Neural Engineering Framework

    Knight, J., Voelker, A. R., Mundy, A., Eliasmith, C. & Furber, S., 31 Oct 2016, 2016 International Joint Conference on Neural Networks, IJCNN 2016. IEEE, Vol. 2016-October. p. 5210-5217 8 p. 7727888

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

  • Enabling Low-Power, Fault-Resilient Communications in a Million-Core Neural Processing Architecture

    Navaridas, J., Luján, M., Plana, L. A. & Furber, S., 2 Jun 2016, Emerging Technologies'16. Barcelona, p. 20-23

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

  • 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 contributionpeer-review

    Open Access
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    719 Downloads (Pure)
  • Neuromorphic sampling on the SpiNNaker and parallella chip multiprocessors

    Mendat, D. R., Chin, S., Furber, S. & Andreou, A. G., 14 Apr 2016, LASCAS 2016 - 7th IEEE Latin American Symposium on Circuits and Systems, R9 IEEE CASS Flagship Conference. IEEE, p. 399-402 4 p. 7451094

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

  • Noisy softplus: A biology inspired activation function

    Liu, Q. & Furber, S., 2016, Neural Information Processing - 23rd International Conference, ICONIP 2016, Proceedings. Cham: Springer Nature, p. 405-412 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9950 LNCS).

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

  • The SpiNNaker project

    Furber, S., 2016, Unconventional computation and natural computation : 15th International Conference, UCNC 2016, Manchester, UK, July 11-15, 2016, Proceedings. Springer Nature, Vol. 9726. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9726).

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

  • 2015

    An efficient SpiNNaker implementation of the Neural Engineering Framework

    Mundy, A., Knight, J., Stewart, T. & Furber, S., Jul 2015, Neural Networks (IJCNN), 2015 International Joint Conference on. USA: IEEE, p. 1-8 8 p.

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

  • ConvNets Experiments on SpiNNaker

    Serrano-Gotarredona, T., Linares-Barranco, B., Galluppi, F., Plana, L. A. & Furber, S., 2015, Circuits and Systems (ISCAS), 2015 IEEE International Symposium on. p. 2405-2408 4 p.

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

  • Introducing SLAMBench, a performance and accuracy benchmarking methodology for SLAM

    Nardi, L., Bodin, B., Zia, M. Z., Mawer, J., Nisbet, A., Kelly, P. HJ., Davison, A. J., Lujan Moreno, M. L., O'Boyle, M. FP., Riley, G., Topham, N. & Furber, S., 30 May 2015, IEEE International Conference on Robotics and Automation (ICRA). IEEE, p. 5783-5790 8 p. (2015 IEEE International Conference on Robotics and Automation (ICRA)).

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

  • Live demonstration: Real-time event-driven object recognition on SpiNNaker

    Orchard, G., Lagorce, X., Posch, C., Furber, S., Benosman, R. & Galluppi, F., 27 Jul 2015, Proceedings - IEEE International Symposium on Circuits and Systems. IEEE, Vol. 2015-July. p. 1903 1 p. 7169036

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

  • Markov Chain Monte Carlo inference on graphical models using event-based processing on the SpiNNaker neuromorphic architecture

    Mendat, D. R., Chin, S., Furber, S. & Andreou, A. G., 1 Mar 2015, Information Sciences and Systems (CISS), 2015 49th Annual Conference on. p. 1-6 6 p.

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

  • Network traffic exploration on a many-core computing platform: SpiNNaker real-time traffic visualiser

    Liu, G., Camilleri, P., Furber, S. & Garside, J., 9 Sept 2015, 2015 11th Conference on Ph.D. Research in Microelectronics and Electronics, PRIME 2015. IEEE, p. 228-231 4 p. 7251376

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

  • Real-time event-driven spiking neural network object recognition on the SpiNNaker platform

    Orchard, G., Lagorce, X., Posch, C., Furber, S., Benosman, R. & Galluppi, F., 27 Jul 2015, Proceedings - IEEE International Symposium on Circuits and Systems. IEEE, Vol. 2015-July. p. 2413-2416 4 p. 7169171

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

  • Scalable Energy-Efficient, Low-Latency Implementations of Spiking Deep Belief Networks on SpiNNaker

    Stromatias, E., Neil, D., Galluppi, F., Pfeiffer, M., Liu, S-C. & Furber, S., 2015, host publication. IEEE

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

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    388 Downloads (Pure)
  • Transport-Independent Protocols for Universal AER Communications

    Rast, A., Stokes, A. B., Davies, S., Adams, S. V., Akolkar, H., Lester, D. R., Bartolozzi, C., Cangelosi, A. & Furber, S., 18 Nov 2015, Neural Information Processing. Springer International Publishing Switzerland: Springer Nature, Vol. 9492. p. 675-684 10 p. (Lecture Notes in Computer Science).

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

  • 2014

    A real-time simulator of a biological visual system composed of a silicon retina and SpiNNaker chips

    Okuno, H., Kawasetsu, T., Plana, L. A., Furber, S. B. & Yagi, T., 22 Jan 2014, 2014 International Symposium on Artificial Life and Robotics (AROB 2014).

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

    File
    44 Downloads (Pure)
  • Event-based neural computing on an autonomous mobile platform

    Galluppi, F., Denk, C., Meiner, M. C., Stewart, T. C., Plana, L. A., Eliasmith, C., Furber, S. & Conradt, J., Jun 2014, Robotics and Automation (ICRA), 2014 IEEE International Conference on. USA: IEEE, p. 2862-2867 6 p.

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

  • On generating multicast routes for spinnaker

    Navaridas, J., Luján, M., Plana, L. A., Temple, S. & Furber, S. B., 2014, Proceedings of the 11th ACM Conference on Computing Frontiers, CF 2014|Proc. ACM Conf. Comput. Front., CF. New York, NY, USA: Association for Computing Machinery

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

  • Optimising the overall power usage on the SpiNNaker neuromimetic platform

    Stromatias, E., Patterson, C. & Furber, S., 6 Jul 2014, Proc. Neural Networks (IJCNN), 2014 International Joint Conference on. USA: IEEE, p. 4280-4287 8 p.

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

  • SpinNNaker: The world's biggest NoC

    Furber, S., 1 Sept 2014, Networks-on-Chip (NoCS), 2014 Eighth IEEE/ACM International Symposium on. p. ii-ii

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

  • Towards real–world neurorobotics: Integrated neuromorphic visual attention

    Adams, S. V., Rast, A. D., Patterson, C., Galluppi, F., Brohan, K., Pérez-Carrasco, J. A., Wennekers, T., Furber, S. & Cangelosi, A., 3 Nov 2014, Neural Information Processing: 21st International Conference, ICONIP 2014, Kuching, Malaysia, November 3-6, 2014. Proceedings, Part III. Loo, C. K., Yap, K. S., Wong, K. W., Teoh, A. & Huang, K. (eds.). Cham, Switzerland: Springer Nature, p. 563-570 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8836).

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

  • 2013

    A location-independent direct link neuromorphic interface

    Rast, A. D., Partzsch, J., Mayr, C., Schemmel, J., Hartmann, S., Plana, L. A., Temple, S., Lester, D. R., Schuffny, R. & Furber, S., 2013, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. USA: IEEE

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

  • Correctness and performance of the SpiNNaker architecture

    Sharp, T. & Furber, S., 2013, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. USA: IEEE

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

  • Modeling populations of spiking neurons for fine timing sound localization

    Liu, Q., Patterson, C., Furber, S., Huang, Z., Hou, Y. & Zhang, H., 2013, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. USA: IEEE

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

  • Power analysis of large-scale, real-time neural networks on SpiNNaker

    Stromatias, E., Galluppi, F., Patterson, C. & Furber, S., 4 Aug 2013, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. USA: IEEE, p. 1570-1577 8 p.

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

  • Real-time interface board for closed-loop robotic tasks on the SpiNNaker neural computing system

    Denk, C., Llobet-Blandino, F., Galluppi, F., Plana, L. A., Furber, S. & Conradt, J., 2013, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)|Lect. Notes Comput. Sci.: Lecture Notes in Computer Science. Berlin Heidelberg: Springer Nature, Vol. 8131. p. 467-474 7 p.

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

  • Spike-based learning of transfer functions with the SpiNNaker neuromimetic simulator

    Davies, S., Stewart, T., Eliasmith, C. & Furber, S., 2013, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. USA: IEEE

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

  • 2012

    A hierachical configuration system for a massively parallel neural hardware platform

    Galluppi, F., Davies, S., Rast, A., Sharp, T., Plana, L. A. & Furber, S., 2012, CF '12 - Proceedings of the ACM Computing Frontiers Conference|CF - Proc. ACM Comput. Front. Conf.. New York, USA: Association for Computing Machinery, p. 183-192 9 p.

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

  • Analytical assessment of the suitability of multicast communications for the SpiNNaker neuromimetic system

    Navaridas, J., Luján, M., Plana, L. A., Miguel-Alonso, J. & Furber, S. B., 2012, Proceedings of the 14th IEEE International Conference on High Performance Computing and Communications, HPCC-2012 - 9th IEEE International Conference on Embedded Software and Systems, ICESS-2012|Proc. IEEE Int. Conf. High Perform. Comput. Commun., HPCC - IEEE Int. Conf. Embedded Softw. Syst., ICESS. IEEE Computer Society , p. 1-8 7 p.

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

  • An asynchronous fully digital delay locked loop for DDR SDRAM data recovery

    Garside, J. D., Furber, S. B., Temple, S., Clark, D. M. & Plana, L. A., 2012, Proceedings - International Symposium on Asynchronous Circuits and Systems|Proc. Int. Symp. Asynchr. Circuits Syst.. IEEE Computer Society , p. 49-56 7 p.

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

  • A real-time, event-driven neuromorphic system for goal-directed attentional selection

    Galluppi, F., Brohan, K., Davidson, S., Serrano-Gotarredona, T., Carrasco, J. A. P., Linares-Barranco, B. & Furber, S., 2012, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). PART 2 ed. Vol. 7664 LNCS. p. 226-233 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7664 LNCS, no. PART 2).

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

  • Event-driven MLP implementation on neuromimetic hardware

    Rast, A. D., Plana, L. A., Welbourne, S. R. & Furber, S. B., 2012, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks. IEEE Computer Society

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

  • Large-scale on-chip dynamic programming network inferences using moderated inter-core communication

    Mundy, A., Mak, T., Yakovlev, A., Davidson, S. & Furber, S., 2012, Proceedings - International Conference on Application of Concurrency to System Design, ACSD|Proc. Int. Conf. Appl. Concurrency Syst. Des. ACSD. IEEE, p. 62-71 9 p.

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

  • Live Demo: Spiking ratSLAM: Rat hippocampus cells in spiking neural hardware

    Galluppi, F., Conradt, J., Stewart, T., Eliasmith, C., Horiuchi, T., Tapson, J., Tripp, B., Furber, S. & Etienne-Cummings, R., 2012, 2012 IEEE Biomedical Circuits and Systems Conference: Intelligent Biomedical Electronics and Systems for Better Life and Better Environment, BioCAS 2012 - Conference Publications. p. 91 1 p. 6418493

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

  • Managing a massively-parallel resource-constrained computing architecture

    Patterson, C., Preston, T., Galluppi, F. & Furber, S., 2012, Proceedings - 15th Euromicro Conference on Digital System Design, DSD 2012|Proc. - Euromicro Conf. Digit. Syst. Des., DSD. p. 723-726 3 p.

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

  • Population-based routing in the SpiNNaker neuromorphic architecture

    Davies, S., Navaridas, J., Galluppi, F. & Furber, S., 2012, Proceedings of the International Joint Conference on Neural Networks|Proc Int Jt Conf Neural Networks.

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