This is a repository for UCI CS 295, Brain Inspired Learning Course homework.

HW1. Classification with HDC(Hyperdimensional Computing Model)

1. Implementing HDC algorithm
2. Training and Exploration HDC hyperparameters
3. HDC algorithm with torchhd library

HW2. Encoding data on HDC

1. Encoding Genome sequence data, model
2. Encoding Image data 2.1 Pixel Feature Hypervectors 2.2 Axis feature hypervectors

HW3. Classification with Full-precision vs Quantization model

1. Full precision
2. n-bits qunatization model