What are neural networks? Also, explain the advantage of neural networks.
What are neural networks? Also, explain the advantage of neural networks.
40504-Apr-2023
Updated on 04-Apr-2023
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What are neural networks? Also, explain the advantage of neural networks.
Krishnapriya Rajeev
04-Apr-2023Neural networks are a subset of machine learning that is modeled after the structure and function of the human brain. They consist of interconnected nodes, called neurons, which are organized into layers.
Each neuron receives input from other neurons, performs a mathematical operation on that input, multiplies it by its weights, and then passes the output through the activation function before passing it on to other neurons in the next layer. The neurons in a neural network are trained on a set of labeled data, using an algorithm called backpropagation to adjust the weights between the neurons. This allows the network to learn to recognize patterns in the data and to make predictions or classifications based on new data that it has not seen before.
The advantages of using a neural network are as follows: