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In a neural network, what does the term 'activation function' refer to?
Practice Questions
Q1
In a neural network, what does the term 'activation function' refer to?
A method to initialize weights
A function that determines the output of a neuron
A technique for data normalization
A process for training the model
Questions & Step-by-Step Solutions
In a neural network, what does the term 'activation function' refer to?
Steps
Concepts
Step 1: Understand that a neural network is made up of many small units called neurons.
Step 2: Each neuron receives input data, which can be numbers or signals.
Step 3: The neuron processes this input using a mathematical operation.
Step 4: The activation function is a specific mathematical formula that decides what the output of the neuron will be.
Step 5: The output can be a number that helps the network make decisions or predictions.
Step 6: The activation function helps the network learn by allowing it to understand complex patterns in the data.
No concepts available.
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