What is the role of the 'hidden layer' in a neural network? Marina Protocol Quiz Answer 17 September 2024
by V Gomala
Updated Sep 17, 2024
What is the role of the 'hidden layer' in a neural network? Marina Protocol Quiz Answer 17 September 2024
Marina Protocol Quiz is an interesting game where you have to find answer to the quiz provided with multiple options. Here is today's question.
What is the role of a 'hidden layer' in a neural network?
A. To store data
B. To process intermediate computations between input and
output layers
C. To provide user interface
D. To encrypt data
Today's answer is option B To process intermediate computations between input and
output layers.
Answer Explanation
A hidden layer in a neural network plays a crucial role in processing the information between the input and output layers. When data enters the network through the input layer, the hidden layer performs intermediate computations, transforming the input into a more useful form for the output layer to make accurate predictions.
Each hidden layer is made up of neurons, which apply mathematical functions (like activation functions) to the input data. These neurons capture complex patterns and relationships that may not be obvious at first. The more hidden layers a network has, the better it can learn and identify intricate patterns, making it useful for tasks like image recognition or language translation.
In short, the hidden layer helps the network learn features from the data that lead to more accurate decisions or predictions in the output layer.
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