Learning from Data · The Neuron Idea
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Reinforce your understanding
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The Neuron Idea
01
The Neuron Idea
02
A familiar idea
03
Same era, different bet
04
The first artificial neuron
05
Strength, not just presence
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The signal itself has a strength
07
Multiply, then add
08
Just a recipe
09
Where the numbers come from
10
Where the idea came from
11
The Perceptron
12
How it learned
13
Why this was different
14
What Rosenblatt claimed
15
Twelve years of real work
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The verdict
17
What the proof actually said
18
What it could do
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What it could not do
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The reason
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The limit was real
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The wrong question
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They were right
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Reinforce your understanding
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Question: What is learning?
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Question: Why did one limitation end the field?
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Question: Why keep going?
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Quiz: answer
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The idea didn't die. It waited.
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