The Next-Gen Interactive Runtime Simulator for Neural Network Programming
S. Sanaullah, H. Attaullah, T. Jungeblut, in: E. Söderberg, L. Church (Eds.), Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming, ACM, New York, NY, USA, 2024, pp. 8–10.
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Konferenzbeitrag
| Veröffentlicht
| Englisch
Autor*in
Herausgeber*in
Söderberg, Emma;
Church, Luke
Abstract
This abstract introduces a Next-Gen runtime tool research direction for neural network programming, which was presented in the Programming 2024 event. These runtime revolutionary tools allow users to conduct neural model evaluations and understand neuron behavior in run-time, neural network design, and training processes. By eliminating the need for extensive backend coding, one of the previously introduced runtime simulators called RAVSim, simplified the integration of custom datasets and enabled developers to focus on high-level tasks, accelerating advancements in artificial intelligence (AI) and computational neuroscience. With its innovative features and user-friendly interface, RAVSim supports researchers and developers in using SNNs full potential in diverse applications.
Erscheinungsjahr
Titel des Konferenzbandes
Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming
Seite
8-10
Konferenz
‹Programming› '24: 8th International Conference on the Art, Science, and Engineering of Programming
Konferenzort
Lund Sweden
Konferenzdatum
2024-03-11 – 2024-03-15
ISBN
FH-PUB-ID
Zitieren
Sanaullah, Sanaullah ; Attaullah, Hasina ; Jungeblut, Thorsten: The Next-Gen Interactive Runtime Simulator for Neural Network Programming. In: Söderberg, E. ; Church, L. (Hrsg.): Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming. New York, NY, USA : ACM, 2024, S. 8–10
Sanaullah S, Attaullah H, Jungeblut T. The Next-Gen Interactive Runtime Simulator for Neural Network Programming. In: Söderberg E, Church L, eds. Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming. New York, NY, USA: ACM; 2024:8-10. doi:10.1145/3660829.3660833
Sanaullah, S., Attaullah, H., & Jungeblut, T. (2024). The Next-Gen Interactive Runtime Simulator for Neural Network Programming. In E. Söderberg & L. Church (Eds.), Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming (pp. 8–10). New York, NY, USA: ACM. https://doi.org/10.1145/3660829.3660833
@inproceedings{Sanaullah_Attaullah_Jungeblut_2024, place={New York, NY, USA}, title={The Next-Gen Interactive Runtime Simulator for Neural Network Programming}, DOI={10.1145/3660829.3660833}, booktitle={Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming}, publisher={ACM}, author={Sanaullah, Sanaullah and Attaullah, Hasina and Jungeblut, Thorsten}, editor={Söderberg, Emma and Church, LukeEditors}, year={2024}, pages={8–10} }
Sanaullah, Sanaullah, Hasina Attaullah, and Thorsten Jungeblut. “The Next-Gen Interactive Runtime Simulator for Neural Network Programming.” In Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming, edited by Emma Söderberg and Luke Church, 8–10. New York, NY, USA: ACM, 2024. https://doi.org/10.1145/3660829.3660833.
S. Sanaullah, H. Attaullah, and T. Jungeblut, “The Next-Gen Interactive Runtime Simulator for Neural Network Programming,” in Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming, Lund Sweden, 2024, pp. 8–10.
Sanaullah, Sanaullah, et al. “The Next-Gen Interactive Runtime Simulator for Neural Network Programming.” Companion Proceedings of the 8th International Conference on the Art, Science, and Engineering of Programming, edited by Emma Söderberg and Luke Church, ACM, 2024, pp. 8–10, doi:10.1145/3660829.3660833.
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