Emir U • 3/8/2026

Differentiable Memory

This technical article explains the concept of differentiable memory, a lossy key-value store built using attention mechanisms. It connects classical methods like kNN and kernel regression to modern deep learning attention, provides a linear algebra perspective, and includes a prototype implementation using Jax and Optax for optimization.

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#Neural Networks #Attention Mechanism #Jax