Hyperdimensional Computing (HDC) with Random Number Generators (Sobol & LFSR)
This project references the previous GitHub repository on language classification via HDC by Dr. Abbas RAHIMI, https://github.com/abbas-rahimi/HDC-Language-Recognition
We have updated the random sequence generators for hypervectors in HDC to better yield classification accuracy.
Please cite the following paper:
[DATE'23] A Linear-Time, Optimization-Free, and Edge Device-Compatible Hypervector Encoding
Sercan Aygun, M Hassan Najafi, and Mohsen Imani
The 2023 Design, Automation, and Test in Europe (DATE), Antwerp, Belgium, April 2023
https://people.cmix.louisiana.edu/najafi/Papers/2023_DATE_LBR.pdf