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Neural networks without calculus: how neurons work? #some3
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This is my submission to the #some3 contest.
Neural networks are some of the hottest topics in artificial intelligence, but they are usually taught in a way that assumes knowledge of calculus. I will attempt to cover neural networks and their training without relying on calculus or any other advanced math concepts. In this video we introduce and train a neuron, which is the building block for neural networks.
⏱️TIMESTAMPS
0:00 - Intro
0:26 - Neuron
2:20 - Aggregating inputs
3:37 - Activation functions
5:42 - Bias
7:30 - Training the neuron
9:26 - Prediction and outro
Further resources:
Technical details omitted in the video:
Neural networks are some of the hottest topics in artificial intelligence, but they are usually taught in a way that assumes knowledge of calculus. I will attempt to cover neural networks and their training without relying on calculus or any other advanced math concepts. In this video we introduce and train a neuron, which is the building block for neural networks.
⏱️TIMESTAMPS
0:00 - Intro
0:26 - Neuron
2:20 - Aggregating inputs
3:37 - Activation functions
5:42 - Bias
7:30 - Training the neuron
9:26 - Prediction and outro
Further resources:
Technical details omitted in the video:
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