Action Potentials in Neurons

Sat, 30 May 2026 11:37:42 +0000

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In the previous article, we discussed what is a neural network and how it works.

Now let's take simple example on how action potentials are defined.

Action Potential

There are many common activation functions used in neural networks.

1. Softplus

This is defined by formula :

2. ReLU

This is defined by formula :

3. Sigmoid

This is defined by formula :

These curved functions are called activation functions.

By these function we can define how to interpret the inputs given to a neuron.

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Action Potentials in Neurons

Action Potential

1. Softplus

2. ReLU

3. Sigmoid