A beginner’s guide to Artificial Intelligence and Neural Network
Role of Neural Network in Artificial Intelligence for students
How can the computer mimic a human brain? Well, the answer turns out pretty simple. Our brain is made of membranes of neurons which are also called the brain cells. Each neuron uses electrical signals to communicate with other neurons. However, the electrical signals enable neurons to help the brain of Engineering Colleges grads and do even the most complex tasks. But the brain uses only one algorithm that processes a different kind of data or does a different kind of tasks.
Our brain uses “Auditory cortex” that directly connects to our ears to listen and to learn from it. This is the reason why students of Engineering Colleges in Jaipur can learn by listening to sound.
Experiments made by neuro-scientists
Professionals of B Tech College in Jaipur removed the connection between the ears and auditory cortex and connected it to the eyes instead. They observed the same part of the brain and were able to process vision which means it was able to see. This also means that the same part can hear while connecting to ears and see when connected to the eyes.
The somatosensory cortex is responsible for feeling sensations in our body after physical contact. In another experiment, the neuro-scientists removed the connection between hand and Somato-sensory Cortex and connected it with eyes. It was observed the same piece of brain tissue could able to process the vision which means it was able to see.
There are many more experiments to carry out by the neuro-scientists. They suggest that the same part of the brain tissue can process different information. However, this proves our assumption that the brain uses only one algorithm and can do all the complicated tasks that student of Top Engineering Colleges in Jaipur do on a daily basis.
What is a neural network?
A neural network is a simulation of the algorithm that the brain uses to process any kind of data. It has an input layer, one or more hidden layers, and an output layer. In machine learning and deep learning problems, a neural network is one of the widest algorithms use. It uses by the students of Best Engineering Colleges in Jaipur to process data that helps a machine learn different things without involving in programming explicitly. This is how YouTube recommends your videos. As time passes, it learns to recognize the type of videos you watch regularly. The same network can process any kind of data.
An insight to neural network
Engineers use a neuro-evolution algorithm called NEAT (Neuro Evolution of Augmenting Technologies). It evolves network that converts wither sonar, laser rangefinder, or CCD camera input into a warning signal. In order to make it function, the CCD camera’s image sends as an input to the neural network every second. Then, the network makes use of linear algebra to compute the hidden layer. Then the network again uses linear algebra to compute the output layer which is the warning signal if an accident is about to occur.
The warning signal then provides to the driver, with the goal of helping them avoid dangerous situations. The linear algebra used is pretty simple which students of Top 10 Engineering Colleges in Jaipur can easily check out on the internet. The more the number of units in the hidden layer, the better is your neural network.
Complex tasks in the artificial intelligence system
There are more complicated problems in the world. It includes the autopilot system, autonomous cars, speech recognition, pattern recognition in codes, numbers, mathematical functions, handwriting recognition, etc. It uses neural networks. However, there is much more to the neural network as students of B Tech Colleges in Jaipur have only seen a simple idea behind it.