Hyperdimensional Computing Simulator
Control 10,000-dimensional vectors like neural ensembles! Learn how the brain computes with patterns and symbols. Experience one-shot learning and 100x faster AI than neural networks!
๐ค What Is Hyperdimensional Computing?
Think of encoding memories as giant random patterns instead of neat rows of data โ your brain does not store information in tidy spreadsheets, it uses vast overlapping activation patterns. Hyperdimensional computing mimics this by representing every concept as a 10,000-dimensional vector.
Why does this matter? Kanerva's 10,000-dimensional vectors can represent concepts so that "King - Man + Woman = Queen" emerges naturally. Intel's Loihi 2 chip implements HDC for 50x more energy-efficient AI. In this simulator, encode symbols into hypervectors, combine them, and retrieve information from noisy memory.