publications

2018

• Memory-Efficient Deep Learning on a SpiNNaker 2 PrototypeLiu, C., Bellec, G., Vogginger, B., Kappel, D., Partzsch, J., Neumärker, F., Höppner, S. & 4 others, 5 Nov 2018, In: Frontiers of Neuroscience. 12, NOV, 840Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A physical synthesis flow for early technology evaluation of silicon nanowire based reconfigurable FETs.Rai, S., Rupani, A., Walter, D., Raitza, M., Heinzig, A., Baldauf, T., Trommer, J. & 3 others, 2018, DATE. p. 605-608, 4 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Approximate fixed-point elementary function accelerator for the SpiNNaker-2 Neuromorphic ChipMikatis, M., Lester, D., Shang, D., Furber, S., Liu, G., Garside, J., Scholze, S. & 2 others, 2018, 2018 IEEE 25th Symposium on Computer Arithmetic (ARITH). IEEE Xplore, p. 37-44, 8 p.Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• SpiNNaker2-An Energy efficient realtime neuromorphic compute system in 22FDX technologyHöppner, S., Partzsch, J., Mayr, C. & Furber, S., 2018, 20 p.Electronic (full-text) versionResearch output: Contribution to conferences > Presentation slides
• SpiNNaker2-Towards Extremely Efficient Digital Neuromorphics and Multi-scale Brain EmulationHöppner, S. & Mayr, C., 2018Electronic (full-text) versionResearch output: Contribution to conferences > Presentation slides

2017

• Application-specific architectures for energy-efficient database query processing and optimizationHaas, S., Scholze, S., Höppner, S., Ungethüm, A., Mayr, C., Schüffny, R., Lehner, W. & 1 others, Nov 2017, In: Microprocessors and microsystems. 55, p. 119-130, 12 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• A fixed point exponential function accelerator for a neuromorphic many-core systemPartzsch, J., Hoppner, S., Eberlein, M., Schuffny, R., Mayr, C., Lester, D. R. & Furber, S., 25 Sep 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 4 p., 8050528Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Dynamic voltage and frequency scaling for neuromorphic many-core systemsHoppner, S., Yan, Y., Vogginger, B., Dixius, A., Partzsch, J., Neumarker, F., Hartmann, S. & 12 others, 25 Sep 2017, 2017 IEEE International Symposium on Circuits and Systems (ISCAS). Baltimore: IEEE Xplore, 8050656. (Proceedings - IEEE International Symposium on Circuits and Systems)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Live demonstration: Dynamic voltage and frequency scaling for neuromorphic many-core systemsHoppner, S., Yan, Y., Vogginger, B., Dixius, A., Partzsch, J., Joshi, P., Neumarker, F. & 13 others, 25 Sep 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050396Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Pattern representation and recognition with accelerated analog neuromorphic systemsPetrovici, M. A., Schmitt, S., Klahn, J., Stockel, D., Schroeder, A., Bellec, G., Bill, J. & 29 others, 25 Sep 2017, IEEE International Symposium on Circuits and Systems: From Dreams to Innovation, ISCAS 2017 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 8050530Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution