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A Hopfield network from scratch, and why the textbook rule fails

A Hopfield network from scratch, and why the textbook rule fails

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6 min read
Developer Take On: A High-Resolution Neural Cellular Automata

Developer Take On: A High-Resolution Neural Cellular Automata

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4 min read
Transformer Attention Is Hopfield's 1982 Update Rule (And What That Tells Us About LLM Memory)

Transformer Attention Is Hopfield's 1982 Update Rule (And What That Tells Us About LLM Memory)

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7 min read
How RNNs Work — Remembering Previous States in Sequential Data

How RNNs Work — Remembering Previous States in Sequential Data

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4 min read
How Neural Networks Work — From Perceptrons to Backpropagation

How Neural Networks Work — From Perceptrons to Backpropagation

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3 min read
Stop Guessing Which Weights Your Neural Network Actually Learned: Deterministic Initialization That Tracks Every Change

Stop Guessing Which Weights Your Neural Network Actually Learned: Deterministic Initialization That Tracks Every Change

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6 min read
Phase transitions in neural network training: what your loss curve isn't telling you

Phase transitions in neural network training: what your loss curve isn't telling you

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3 min read
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