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BiKA: Kolmogorov-Arnold-Network-inspired Ultra Lightweight Neural Network Hardware Accelerator
Reference
Yuhao Liu, Salim Ullah, Akash Kumar, "BiKA: Kolmogorov-Arnold-Network-inspired Ultra Lightweight Neural Network Hardware Accelerator", In Proceeding: 2026 27th International Symposium on Quality Electronic Design (ISQED), pp. 1-9, 2026. [doi]
Bibtex
@INPROCEEDINGS{11534780,
author={Liu, Yuhao and Ullah, Salim and Kumar, Akash},
booktitle={2026 27th International Symposium on Quality Electronic Design (ISQED)},
title={BiKA: Kolmogorov-Arnold-Network-inspired Ultra Lightweight Neural Network Hardware Accelerator},
year={2026},
volume={},
number={},
pages={1-9},
keywords={Modeling;Design methodology;Hardware;Training;Accuracy;Printing;Arrays;Equations;Field programmable gate arrays;Quantization (signal)},
doi={10.1109/ISQED69900.2026.11534780}}
author={Liu, Yuhao and Ullah, Salim and Kumar, Akash},
booktitle={2026 27th International Symposium on Quality Electronic Design (ISQED)},
title={BiKA: Kolmogorov-Arnold-Network-inspired Ultra Lightweight Neural Network Hardware Accelerator},
year={2026},
volume={},
number={},
pages={1-9},
keywords={Modeling;Design methodology;Hardware;Training;Accuracy;Printing;Arrays;Equations;Field programmable gate arrays;Quantization (signal)},
doi={10.1109/ISQED69900.2026.11534780}}
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