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CPU, GPU, and FPGA accelerators for hyperdimensional computing (HDC) written using oneAPI.

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HDConeAPI

This repository contains XPU accelerators written using Intel's oneAPI, along with the corresponding builds. More information can be found in the corresponding manuscripts: Multiarchitecture Hardware Acceleration of Hyperdimensional Computing and Multiarchitecture Hardware Acceleration of Hyperdimensional Computing Using oneAPI .

If you make use of this code, please use the following citation:

I. Peitzsch, M. Ciora and A. D. George, "Multiarchitecture Hardware Acceleration of Hyperdimensional Computing," 2023 IEEE High Performance Extreme Computing Conference (HPEC), Boston, MA, USA, 2023, pp. 1-7, doi: 10.1109/HPEC58863.2023.10363602.

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CPU, GPU, and FPGA accelerators for hyperdimensional computing (HDC) written using oneAPI.

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