My Learning Cart

Which activation function is commonly used in CNNs?

Practice Questions

Q1
Which activation function is commonly used in CNNs?
  1. Sigmoid
  2. Tanh
  3. ReLU
  4. Softmax

Questions & Step-by-Step Solutions

Which activation function is commonly used in CNNs?
  • Step 1: Understand what an activation function is. It helps a neural network learn complex patterns by adding non-linearity.
  • Step 2: Learn about CNNs (Convolutional Neural Networks). They are used for image processing and recognition.
  • Step 3: Identify common activation functions. There are several, but we will focus on ReLU.
  • Step 4: Know what ReLU stands for. It means Rectified Linear Unit.
  • Step 5: Understand how ReLU works. It outputs the input directly if it is positive; otherwise, it outputs zero.
  • Step 6: Recognize why ReLU is popular. It is simple to compute and helps the network learn faster.
No concepts available.
Soulshift Feedback ×

On a scale of 0–10, how likely are you to recommend The Soulshift Academy?

Not likely Very likely