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# neuralnetworks

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

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6 min read
How Deep Learning Architectures Evolved — From DNNs to Transformers

How Deep Learning Architectures Evolved — From DNNs to Transformers

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3 min read
How Face ID Works: Infrared Lasers & Neural Networks
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How Face ID Works: Infrared Lasers & Neural Networks

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4 min read
HLLN 2.1 Just Beat CfC on Chaos—And It Used 6 Fewer Parameters. Here’s Why That Matters.

HLLN 2.1 Just Beat CfC on Chaos—And It Used 6 Fewer Parameters. Here’s Why That Matters.

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6 min read
What Deep Learning Really Means — From Neural Networks to Modern AI

What Deep Learning Really Means — From Neural Networks to Modern AI

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4 min read
Part 7 — The Transformer: The Architecture That Accidentally Changed the World

Part 7 — The Transformer: The Architecture That Accidentally Changed the World

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12 min read
How Backpropagation Works — From Forward Pass to Gradient Updates

How Backpropagation Works — From Forward Pass to Gradient Updates

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3 min read
Why Activation Functions Matter in Neural Networks

Why Activation Functions Matter in Neural Networks

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3 min read
From Sidelined to Streamlined: Decoding My Apple Watch Metrics (Part 1)

From Sidelined to Streamlined: Decoding My Apple Watch Metrics (Part 1)

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3 min read
Part 5 — How AI Actually Learns: The Training Loop Explained

Part 5 — How AI Actually Learns: The Training Loop Explained

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8 min read
Liquid Neural Networks: The Future of Temporal AI in 2024

Liquid Neural Networks: The Future of Temporal AI in 2024

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4 min read
My Study Notes on Convolutional Neural Networks (CNN)
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My Study Notes on Convolutional Neural Networks (CNN)

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3 min read
Output Layer Explained — Logits, Softmax, Cross-Entropy, and Why They Work Together

Output Layer Explained — Logits, Softmax, Cross-Entropy, and Why They Work Together

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2 min read
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