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Adithya Srivatsa
Adithya Srivatsa

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Hyperdimensional Computing: The Next Big Revolution

Ever wondered if there’s a way to make AI fast, efficient, and noise-resistant — without just throwing more data and GPUs at it? Meet Hyperdimensional Computing (HDC).

What is Hyperdimensional Computing?

HDC is a next-gen computing paradigm inspired by how the brain handles information — but on steroids.

Instead of traditional bits or tensors, HDC uses hypervectors: insanely high-dimensional vectors (think 10,000+ dimensions). Every piece of info exists in this massive space, making the system fast, fault-tolerant, and capable of reasoning-like generalization.

It’s not quantum. It’s not your typical neural net. Think of it as a bridge between symbolic logic and brain-style computation.

Why HDC Matters

Blazing-fast learning with minimal data.

Fault-tolerant: even corrupted bits won’t break it.

Works on regular hardware or specialized neuromorphic chips.

Could redefine AI efficiency and on-chip intelligence.

In short: it’s brain-inspired math that could outsmart brute-force AI.

Want to dive deeper? Check out my Medium article here
and watch my YouTube Podcast here

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