Conference
Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate
| العنوان: | Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate |
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| المؤلفون: | Billaudelle, S., Stradmann, Y., Schreiber, K., Cramer, B., Baumbach, A., Dold, D., Goltz, J., Kungl, A.F., Wunderlich, T. C., Hartel, A., Muller, E., Breitwieser, O., Mauch, C., Kleider, M., Grubl, A., Stockel, D., Pehle, C., Heimbrecht, A., Spilger, P., Kiene, G., Karasenko, V., Senn, W., Petrovici, M.A., Schemmel, J., Meier, K. |
| المصدر: | Billaudelle, S.; Stradmann, Y.; Schreiber, K.; Cramer, B.; Baumbach, A.; Dold, D.; Goltz, J.; Kungl, A.F.; Wunderlich, T. C.; Hartel, A.; Muller, E.; Breitwieser, O.; Mauch, C.; Kleider, M.; Grubl, A.; Stockel, D.; Pehle, C.; Heimbrecht, A.; Spilger, P.; Kiene, G.; . (2020). Versatile Emulation of Spiking Neural Networks on an Accelerated Neuromorphic Substrate. IEEE Xplore, pp. 1-5. IEEE 10.1109/ISCAS45731.2020.9180741 |
| بيانات النشر: | IEEE |
| سنة النشر: | 2020 |
| المجموعة: | BORIS (Bern Open Repository and Information System, University of Bern) |
| مصطلحات موضوعية: | 610 Medicine & health |
| الوصف: | We present first experimental results on the novel BrainScaleS-2 neuromorphic architecture based on an analog neuro-synaptic core and augmented by embedded microprocessors for complex plasticity and experiment control. The high acceleration factor of 1000 compared to biological dynamics enables the execution of computationally expensive tasks, by allowing the fast emulation of long-duration experiments or rapid iteration over many consecutive trials. The flexibility of our architecture is demonstrated in a suite of five distinct experiments, which emphasize different aspects of the BrainScaleS-2 system. |
| نوع الوثيقة: | conference object |
| وصف الملف: | application/pdf |
| اللغة: | English |
| Relation: | https://boris.unibe.ch/149640/ |
| الاتاحة: | https://boris.unibe.ch/149640/1/Billaudelle2020Versatilee.pdf https://boris.unibe.ch/149640/ |
| Rights: | info:eu-repo/semantics/restrictedAccess |
| رقم الانضمام: | edsbas.5BFC240 |
| قاعدة البيانات: | BASE |
| الوصف غير متاح. |