Robotics & Artificial Intelligence
Define the role of the following layers in context of Artificial Neural Networks:
(a) Input Layer
(b) Hidden Layer
(c) Output Layer
Answer
(a) Input Layer: The Input layer refers to as the first layer of nodes in an artificial neural network. It receives the input data from the external world.
(b) Hidden Layer: The Hidden Layers are the intermediate layers between the input and output layer. It may consist of one or more layers and process the data where a lot of calculations happen. It enables a neural network to learn complex tasks and achieve excellent performance.
(c) Output Layer: The Output layer is the last layer of neurons in an artificial neural network that produces the final answer for the input tasks.
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