Benchmarking of Neuromorphic Hardware Systems

Ostrau C, Klarhorst C, Thies M, Rückert U (2020)
In: Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany. International Conference Proceeding Series (ICPS). Association for Computing Machinery (ACM).

Konferenzbeitrag | Veröffentlicht | Englisch
 
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Abstract / Bemerkung
With more and more neuromorphic hardware systems for the accel- eration of spiking neural networks available in science and industry, there is a demand for platform comparison and performance esti- mation of such systems. This work describes selected benchmarks implemented in a framework with exactly this target: independent black-box benchmarking and comparison of platforms suitable for the simulation/emulation of spiking neural networks.
Stichworte
neuromorphic computing; spiking neural networks; benchmark
Erscheinungsjahr
2020
Titel des Konferenzbandes
Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany
Konferenz
8th Annual Neuro-Inspired Computational Elements (NICE) Workshop
Konferenzort
Heidelberg, Germany
Konferenzdatum
2020-03-17 – 2020-03-20
ISBN
978-1-4503-7718-8
Page URI
https://pub.uni-bielefeld.de/record/2941831

Zitieren

Ostrau C, Klarhorst C, Thies M, Rückert U. Benchmarking of Neuromorphic Hardware Systems. In: Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany. International Conference Proceeding Series (ICPS). Association for Computing Machinery (ACM); 2020.
Ostrau, C., Klarhorst, C., Thies, M., & Rückert, U. (2020). Benchmarking of Neuromorphic Hardware Systems. Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany, International Conference Proceeding Series (ICPS) Association for Computing Machinery (ACM). doi:10.1145/3381755.3381772
Ostrau, C., Klarhorst, C., Thies, M., and Rückert, U. (2020). “Benchmarking of Neuromorphic Hardware Systems” in Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany International Conference Proceeding Series (ICPS) (Association for Computing Machinery (ACM).
Ostrau, C., et al., 2020. Benchmarking of Neuromorphic Hardware Systems. In Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany. International Conference Proceeding Series (ICPS). Association for Computing Machinery (ACM).
C. Ostrau, et al., “Benchmarking of Neuromorphic Hardware Systems”, Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany, International Conference Proceeding Series (ICPS), Association for Computing Machinery (ACM), 2020.
Ostrau, C., Klarhorst, C., Thies, M., Rückert, U.: Benchmarking of Neuromorphic Hardware Systems. Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany. International Conference Proceeding Series (ICPS). Association for Computing Machinery (ACM) (2020).
Ostrau, Christoph, Klarhorst, Christian, Thies, Michael, and Rückert, Ulrich. “Benchmarking of Neuromorphic Hardware Systems”. Neuro-inspired Computational Elements Workshop (NICE ’20), March 17–20, 2020, Heidelberg, Germany. Association for Computing Machinery (ACM), 2020. International Conference Proceeding Series (ICPS).
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