What are Neural Networks - IT Assignment Help

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WHAT ARE NEURAL NETWORKS?
The “Neural” of “Neural Network” comes from the tiny cells called neurons that are found within human brains. These neurons interact with each other to communicate and process information based on which we see, hear, move, think, make decisions and generally function. A typical brain contains an estimated 100 billion neurons. Each neuron is made up of a single cell body with a number of connections coming off that carry information toward the cell body (inputs), and a single connection that carries information away from it (the output). Neurons are so tiny that about 100 of their cell bodies could fit into a single millimetre.
Inside a computer, there exists a minuscule switching device called a transistor that is roughly equivalent to a brain cell. The latest, most advanced microprocessors contain over 2 billion transistors and even a basic microprocessor has about 50 million transistors. These transistors are packed onto an integrated circuit that is smaller than a postage stamp.
This is where the comparison between computers and human brains ends. Brains and computers are structured in very different ways. Transistors in a computer are
wired in simple, serial chains where each one is connected to maybe two or three others. Neurons, on the other hand, are densely interconnected in complex ways
where each one is connected to thousands of others.
This structural difference between brains and computers causes them to "think" in completely different ways. Computers are designed perfectly for storing huge amounts of information and rearranging it in a number of ways according to the intricate sets of instructions we feed into them. Brains, on the other hand, learn slowly, but can spontaneously put information together in astounding new ways.
They are able to recognise original patterns, forge new connections, and see the things they've learned in a completely different light.

 

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